SOCAR Proceedings

SOCAR Proceedings

Published by "OilGasScientificResearchProject" Institute of State Oil Company of Azerbaijan Republic (SOCAR).

SOCAR Proceedings is published from 1930 and is intended for oil and gas industry specialists, post-graduate (students) and scientific workers.

Journal is indexed in Web of Science (Emerging Sources Citation Index), SCOPUS and Russian Scientific Citation Index, and abstracted in EI’s Compendex, Petroleum Abstracts (Tulsa), Inspec, Chemical Abstracts database.

M. A. Bakirov1, H. I. Shakarov1,2

1“OilGasScientificResearchProject” Institute SOCAR, Baku, Azerbaijan; 2Azerbaijan State University of Oil and Industry, Baku, Azerbaijan

Spatial position of volcanogenic formations in the northwestern part of the Yevlakh-Aghjabadi depression and their role in oil and gas potential


The article investigates the spatial position of Upper Cretaceous volcanogenic formations and their oil and gas potential in the northwestern part of the Yevlakh-Aghjabadi Depression (YAD), located in the central part of Azerbaijan, based on complex geological and geophysical data. The main objective of the study was to determine the distribution areas of volcanogenic masses, the depth of their surfaces, their thickness, and their relationship with deep faults through modeling of magnetic field data.The conducted analyses showed that volcanogenic formations developed in limited but tectonically active zones in the north-western part of the YAD, and their distribution is mainly associated with deep faults. The surface of the volcanogenic formations is located at an approximate depth interval of 2.5-6.5 km from the ground surface, and their thickness varies between 800-3000 m across different areas. In some profiles, the thickness of volcanogenic masses exceeds 2-3 km, and it was determined that magma-feeding channels were formed in narrow zones (approximately 1 km). The maximum thicknesses of volcanogenic masses are observed in areas close to deep faults and gradually decrease toward the flanks. The high density and low permeability characteristics of volcanogenic rocks indicate that they can create favorable geological conditions for hydrocarbon accumulation by acting as a screening barrier. The obtained results confirm that volcanogenic formations in the north-western part of the YAD are closely related to the paleogeodynamic development of the region and play an important role in the formation of oil and gas systems.

Keywords: Yevlakh-Aghjabadi Depression; volcanogenic rocks; magnetic anomaly; ΔZ component; magma-feeding channel; volcanotectonic traps; reservoir-type anomaly; complex geophysical interpretation.

Date submitted: 19.01.2026     Date accepted: 08.04.2026     Date published: 20.05.2026

The article investigates the spatial position of Upper Cretaceous volcanogenic formations and their oil and gas potential in the northwestern part of the Yevlakh-Aghjabadi Depression (YAD), located in the central part of Azerbaijan, based on complex geological and geophysical data. The main objective of the study was to determine the distribution areas of volcanogenic masses, the depth of their surfaces, their thickness, and their relationship with deep faults through modeling of magnetic field data.The conducted analyses showed that volcanogenic formations developed in limited but tectonically active zones in the north-western part of the YAD, and their distribution is mainly associated with deep faults. The surface of the volcanogenic formations is located at an approximate depth interval of 2.5-6.5 km from the ground surface, and their thickness varies between 800-3000 m across different areas. In some profiles, the thickness of volcanogenic masses exceeds 2-3 km, and it was determined that magma-feeding channels were formed in narrow zones (approximately 1 km). The maximum thicknesses of volcanogenic masses are observed in areas close to deep faults and gradually decrease toward the flanks. The high density and low permeability characteristics of volcanogenic rocks indicate that they can create favorable geological conditions for hydrocarbon accumulation by acting as a screening barrier. The obtained results confirm that volcanogenic formations in the north-western part of the YAD are closely related to the paleogeodynamic development of the region and play an important role in the formation of oil and gas systems.

Keywords: Yevlakh-Aghjabadi Depression; volcanogenic rocks; magnetic anomaly; ΔZ component; magma-feeding channel; volcanotectonic traps; reservoir-type anomaly; complex geophysical interpretation.

Date submitted: 19.01.2026     Date accepted: 08.04.2026     Date published: 20.05.2026

References

  1. Gadirov, V. G. (2015). Magmatic volcanism of the Middle Kura Depression of Azerbaijan and its role in hydrocarbon accumulation. International Scientific Institute “Educatio”, 3(10), 64–68.
  2. Gadirov, V. G., Gadirov, K. V. (2021). Gravimagnetic exploration in the search for unconventional oil and gas traps associated with volcanogenic associations in Azerbaijan. Scientific Collection “InterConf”, 49.
  3. Jimenez, M., Holford, S., King, R., Bunch, M. (2025). Structural controls on post-rift magmatism in the Ceduna Sub-basin, Great Australian Bight. Australian Journal of Earth Sciences, 72(7), 853-871.
  4. Martinez, J., Mora, A., Teson-Del Hoyo, E., et al. (2025). A review of petroleum systems and hydrocarbon potential in the Eastern Cordillera and eastern foothills belt, Colombia. Petroleum Geoscience, 31(3).
  5. Gadirov, V. G. (2013). The use of magnetic prospecting to search for oil and gas deposits in promising areas of Azerbaijan. Geophysical Journal, 35(6), 182–189.
  6. Qadirov, V. Q. (2024). Geological results of gravimagnetometric studies in oil- and gas-bearing regions of Azerbaijan. Baku: Füyuzat.
  7. Gadirov, V. G. (1991). Forecasting volcanogenic formations of the Mesozoic of the Middle Kura Depression and their hydrocarbon potential based on integrated geophysical data. PhD Thesis. Baku.
  8. Bakirov, M. A. (2022). Forecast of the distribution of volcanogenic masses on the basis of the analysis of magnetometric and borehole data in the north-western part of the Yevlakh-Agjabedi depression. SOCAR Proceedings, SI2, 90–94.
  9. Bakirov, M. A. (2022, January). Study of distribution areas of volcanogenic formations in the northwestern part of the Yevlakh–Aghjabadi Depression based on gravimagnetometric data. In: Proceedings of the 6th International Scientific and Practical Conference “Scientific Community: Interdisciplinary Research”, Hamburg, Germany.
  10. Gadirov, V. G., Gadirov, K. V., Bakirov, M. A. (2016). Local magnetic anomalies of the Middle Kura Depression of Azerbaijan and their geological interpretation. Geophysical Journal, 38(5), 146–153.
  11. Bakirov, M. A., Qadirov, K. V. (2018, April). Study of the distribution areas of volcanogenic formations in the Yevlakh–Aghjabadi Depression. In: XXIII Annual Student and Young Researchers Conference “Excellent Education – Key to Success in Oil Production”, Baku, Azerbaijan.
  12. Lygin, I. V., Sokolova, T. B., Kleshchina, L. N., et al. (2023). Technology of mapping volcanogenic sedimentary strata in a complexly dislocated terrigenous structure according to seismic and magnetic exploration data (Pechora Sea). Geophysical Research, 24(1), 5–30.
  13. Salmanov, A., Maharramov, B., Garagozov, E., Kerimov, N. (2023). Geology and exploitation indicators of oil and gas fields in the onshore Azerbaijan. Baku: MSV Publishing.
  14. Niyazov, T. Kh. (2017). Study of the internal geological structure of the Chalk deposits in the Yevlakh–Aghjabadi Depression based on seismic exploration data. PhD Thesis. Baku.
  15. Garayev, B. M., Niyazov, T. Kh. (2013). On the origin of reflected waves recorded in the Mesozoic interval of seismic sections in the exploration areas of the Yevlakh–Aghjabadi Depression, Azerbaijan. Scientific-Technical Journal, Euro-Asian Geophysical Society. Geophysics, 4, 65–69.
  16. Niyazov, T. Kh., Garayev, B. M. (2015). Clarification of the geological structure along the surface of the Chalk deposits of the Yevlakh–Aghjabadi Depression based on seismic data. Azerbaijan Oil Industry, 1, 6–10.
  17. Akhmedov, T. R., Niyazov, T. Kh. (2021). Role of multiple reflections in the formation of wave field in the Cretaceous successions of the Middle Kura Depression in Azerbaijan. Geofizicheskiy Zhurnal, 43(3), 123–134.
  18. Mikov, D. S., Fedorov, A. A., Andreev, V. A., et al. (1974). Exploration geophysics. 2nd ed. Tomsk: Tomsk University Press.
  19. Niyazov, T. Kh., Shakarov, H. I., Suleymanova, R. N. (2019). Internal geological structure and oil-gas potential of the Chalk deposits in the northwestern part of the Yevlakh–Aghjabadi Depression. Azerbaijan Geophysics Innovations, 4, 42–49.
  20. Kitchka, O. A., Olshanetskyi, M. V., Tyshchenko, A. P., et al. (2025). New 3D seismic data uncover exploration potential for oil and gas offshore the Dobrogea Foredeep, Ukraine. Geofizicheskiy Zhurnal, 47(2), 93–98.
  21. Shakarov, H. I. (2020). On the efficiency of integrated analysis of parameters of refracted and reflected waves in prediction of oil-gas bearing of section. Azerbaijan Oil Industry, 11, 21–25.
  22. Novruzov, A. Q., Aliyeva, U. J., Alaskarov, E. A. (2021). Interpretation of dynamic parameters of local anomalies of refracted waves. SOCAR Proceedings, 4, 4–7.
  23. Mammadov, R. M., Shakarov, H. I., Mammadova, S. R., Abilhesanova, L. C. (2018). Some results of integrated analysis of reflected and refracted wave data in the Yevlakh–Aghjabadi Depression. Azerbaijan Geophysics Innovations, 4, 3–9.
  24. Okrostsvaridze, A., Aqimidze, K., Gagnidze, N. (2018). Magmatism and ore occurrences of the Kakheti and Tusheti regions, Greater Caucasus, Georgia Republic. Journal of Geological Resource and Engineering, 6, 261–277.
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DOI: 10.5510/OGP2026SI101168

E-mail: mustafabakirov@gmail.com


A. S. Hasanov

«OilGasScientificResearchProject» Institute, SOCAR, Baku, Azerbaijan

Possibilities of gravimetric exploration in determining geological structure and oil-and-gas content


In recent years, integrated geophysical exploration studies, incorporating seismic and gravimetric methods, have been implemented in the Kura Depression of Azerbaijan. Currently, there are broad opportunities available for conducting these research studies. Modern 2D and 3D seismic acquisition techniques that meet current industry standards, advanced gravimetric instruments (e.g., Scintrex CG-6 Autograv), and newly developed data processing and interpretation methods enable these challenges to be addressed at a high technical level. The obtained results indicate that the hydrocarbon potential of many fields has either been insufficiently studied or remains unexplored. The results obtained reveal the existence of new structural complexities and oil-and gas-bearing areas has been identified, and the possibility of discovering new deposits has been suggested. In the prepared article, the integrated analysis of seismic and gravimetric data was carried out for the Alimardanly uplift in the Kura–Aghstafa interfluve, combining gravimetric results with data from drilled wells. Additionally, along the profile crossing the western part of the Qamarli structure within the Ganja OGR, the study examined the geological structure and hydrocarbon potential of a high-amplitude new structural uplift, provisionally named the Western Qamarli. In the future, detailed integrated geophysical surveys-including seismic, gravimetric, and magnetometric methodsover the newly identified structural complexities and characteristic gravity minima (indicative of hydrocarbon potential) are expected to enable the discovery of additional oil-and gas-bearing fields and deposits in the Kura Depression. At the same time, leveraging the capabilities of gravimetric exploration will help reduce the risk of drilling non-productive (dry) wells.

Keywords: anomaly; characteristic gravity minimum; gravity force; gradient; Gravimetric exploration; high porosity; hydrocarbon potential; local maximum; regional profile; seismic exploration.

Date submitted: 04.03.2025     Date accepted: 25.02.2026     Date published: 20.05.2026

In recent years, integrated geophysical exploration studies, incorporating seismic and gravimetric methods, have been implemented in the Kura Depression of Azerbaijan. Currently, there are broad opportunities available for conducting these research studies. Modern 2D and 3D seismic acquisition techniques that meet current industry standards, advanced gravimetric instruments (e.g., Scintrex CG-6 Autograv), and newly developed data processing and interpretation methods enable these challenges to be addressed at a high technical level. The obtained results indicate that the hydrocarbon potential of many fields has either been insufficiently studied or remains unexplored. The results obtained reveal the existence of new structural complexities and oil-and gas-bearing areas has been identified, and the possibility of discovering new deposits has been suggested. In the prepared article, the integrated analysis of seismic and gravimetric data was carried out for the Alimardanly uplift in the Kura–Aghstafa interfluve, combining gravimetric results with data from drilled wells. Additionally, along the profile crossing the western part of the Qamarli structure within the Ganja OGR, the study examined the geological structure and hydrocarbon potential of a high-amplitude new structural uplift, provisionally named the Western Qamarli. In the future, detailed integrated geophysical surveys-including seismic, gravimetric, and magnetometric methodsover the newly identified structural complexities and characteristic gravity minima (indicative of hydrocarbon potential) are expected to enable the discovery of additional oil-and gas-bearing fields and deposits in the Kura Depression. At the same time, leveraging the capabilities of gravimetric exploration will help reduce the risk of drilling non-productive (dry) wells.

Keywords: anomaly; characteristic gravity minimum; gravity force; gradient; Gravimetric exploration; high porosity; hydrocarbon potential; local maximum; regional profile; seismic exploration.

Date submitted: 04.03.2025     Date accepted: 25.02.2026     Date published: 20.05.2026

References

  1. Mamedov, S. G. (1984). Results of high-precision gravimetry for the exploration of oil and gas deposits in Azerbaijan. Azerbaijan Oil Industry, 2, 30–35.
  2. Mammadov, S. H., Hasanov, A. S. (1998). Efficiency of gravimetric survey methods in the search for local oil and gas structures in the Caspian Sea. Geophysical Innovations in Azerbaijan, 1, 24–26.
  3. Gadirov, V. Q., Hasanov, A. S. (2013). Gravimetric result on Kur-Talish and Hajigabul oil gas prospectivities areas. SOCAR Proceedings, 4, 33-36.
  4. Hasanov, A. S. (2020). Tectonic setting and hydrocarbon potential of the Khidyrly-Bendovan structures based on new gravimetric data. Azerbaijan Oil Industry, 6–7, 11–18.
  5. Reilinger, R., McClusky, S., Vernant, P., et al. (). GPS constraints on continental deformation in the Africa‐Arabia‐Eurasia continental collision zone and implications for the dynamics of plate interactions. Journal of Geophysical Research: Solid Earth, 111, B05411.
  6. Hasanov, A. S. (2013). Capabilities of high-precision gravimetry in the study of mud volcanoes. SOCAR Proceedings, 3, 12–16.
  7. Eppelbaum, L. V. (2024). Comprehensive gravity-magnetic data analysis for quantitative determining salt bodies in complex physical-geological environments. Stratigraphy, Petroleum Sedimentology, Geochemistry, 1, 12-26.
  8. Gradmann,S., Hübscher, C., BenAvraham, Z., et al. (2005). Salt tectonics off northern Israel. Marine and Petroleum Geology, 22(5), 597-611.
  9. Silva Dias Fernando, J. S., Barbosa Valéria, C. F., Silva João, B. C. (2008). Adaptive learning 3D gravity inversion for salt-body imaging. Geophysics, 76(3), 746-750.
  10. Wei, X., Sun, J., Sen, M. K. (2023). Quantifying uncertainty of salt body shapes recovered from gravity data using trans-dimensional Markov chain Monte Carlo sampling. Geophysical Journal International, 232(3), 1957-1978.
  11. Eppelbaum, L. V. (2009). Application of microgravity at archaeological sites in Israel: some estimation derived from 3‐D modeling and quantitative analysis of gravity field. In: Symposium on the Application of Geophysics to Engineering and Environmental Problems 2009, SAGEEP Conference, Texas, USA.
  12. Eppelbaum, L. V. (). Satellite gravimetry ('Big Data') - a powerful tool for regional tectonic examination and reconstructions. In book: Horizons in earth science research. Vol. 17. Nova Science Publishers.
  13. Braitenberg, C., Ebbing, J. (2009). New insights into the basement structure of the West Siberian Basin from forward and inverse modeling of GRACE satellite gravity data. Journal of Geophysical Research: Solid Earth, 114(B6), B06402.
  14. Kadirov, F. A., Gadirov, A. H. (2014). A gravity model of the deep structure of South Caspian Basin along submeridional profile Alborz–Absheron sill. Global and Planetary Change, 114, 66-74.
  15. Eppelbaum, L. V., Ezersky, M., Al-Zoubi, A., et al. (2008). Study of the factors affecting the karst volume assessment in the Dead Sea sinkhole problem using microgravity field analysis and 3-D modeling. Advances in Geosciences, 19, 97–115.
  16. Goetze, H. J., Lahmeyer, B. (1988). Application of three-dimensional interactive modeling in gravity and magnetics. Geophysics, 53(8), 1096–1108.
  17. Mueller, C. O., Wächter, J., Jahnke, C., et al. (2021). Integrated geological and gravity modelling to improve 3D model harmonization-methods and benefits for the Saxony-Anhalt/Brandenburg cross-border region. Geophysical Journal International, 227, 1295–1321.
  18. Liu, B., Zhou, Y., Yang, G. (2017). Characteristics of isostatic gravity anomaly in Sichuan-Yunnan region, China. Geodesy and Geodynamics, 8(4), 238-245.
  19. Makris, J., Papoulia, J., Yegorova, T. (2013). A 3-D density model of Greece constrained by gravity and seismic data. Geophysical Journal International, 194(1), 1–17.
  20. Hasanov, A. S. (2024). Prospects for the discovery of new oil and gas fields in the Kura Depression. Azerbaijan Oil Industry, 6–7, 7–14.
  21. Hasanov, A. S. (2016). Prediction of oil and gas traps in the northeastern slope of the Lower Kura Depression using high-precision gravimetric survey methods. PhD Thesis. Baku.
  22. Hasanov, A. S., Khuduzade, A. I. (2021). Comparative analysis of gravimetric and well data in the Khidyrly-Bendovan structures. Azerbaijan Oil Industry, 12, 13–19.
  23. http://www.deproil.com/ru/technologies/15
  24. https://geoken.com/portfolio/gravity-surveys/
  25. TNG-Kazangeofizika MMC. https://all-pribors.ru/opisanie/77100-19-CG-6-autograv
  26. Ram Babu, H. V. (2003). Relationship of gravity, magnetic, and self-potential anomalies and their application to mineral exploration. Geophysics, 68(1), 181-184.
  27. Karaiskos, D., Apostolopoulos, G., Orfanos, C. (2025). Gravity survey for mineral exploration in Gerolekas bauxite mining site in Greece. Mining, 5(1), 3.
  28. Huang, X., Chen, Q., Chen, H., Zhu, J. (2023). Features of gravity anomalies and oil-gas distribution rules in central and western Sichuan Basin, China. Processes, 11(4), 1200.
  29. Hasanov, A. S. (2022). About reflection deep fault as a result of geophysical (2D seismic and high precision gravimetric) study (on the example of the West Caspian deep fault). SOCAR Proceedings, 3, 15-20.
  30. Saada, S. A., Mickus, K., Eldosouky, A. M., Ibrahim, A. (2021). Insights on the tectonic styles of the Red Sea rift using gravity and magnetic data. Marine and Petroleum Geology, 133, 105253.
  31. Hajizadeh, F. M. (2003). Geological structure and hydrocarbon potential of the Middle Kura Depression, Azerbaijan. Baku: “Adiloghlu”.
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DOI: 10.5510/OGP2026SI101169

E-mail: alladdin.hasanov@socar.az


R. A. Hasanov, J. R. Gasimova

Azerbaijan State Oil and Industry University, Baku, Azerbaijan

Designing combinations of technical and technological factors that ensure the efficiency of drilling operations at great depths


Study of rock failure under excessive pressure drawdown is associated with the lack of an effective flushing system design. In this process, the filtration rate of drilling fluid through the bottomhole plays a key role. The pressure drawdown effect is fully realized when the rate of penetration exceeds the fluid filtration rate in both destruction and pre-destruction zones. If the penetration rate is equal to or lower than the filtration rate, the effect becomes only partial. The efficiency of a drill bit largely depends on the performance of its hydraulic system. The main criterion is the ability to promptly remove drilled cuttings from the bottomhole zone. To achieve effective cleaning, the flushing system must direct the drilling fluid, after reflecting from the bottomhole surface, toward the central channel of the bit. Such a flow pattern – from the periphery to the center – ensures efficient removal of accumulated cuttings. Various drill bit designs are currently used in well construction, making it important to evaluate their effectiveness under comparable rock destruction conditions. The primary performance indicator is the rate of penetration, defined as the volume of rock drilled per unit time. Deep well drilling practice shows that significant energy losses occur during transmission to the bottomhole due to depth. Under such conditions, abrasive-cutting tools are the most effective, providing high penetration rates with minimal energy consumption. Additionally, penetration per single impact is a critical parameter for selecting optimal drilling modes and ensuring maximum efficiency. This approach improves drilling performance, reliability, and overall operational stability.

Keywords: wells, mechanical model, centrifugal force, drilling, ball velocity, fluid viscosity, washing channel, graphical solution.

Date submitted: 19.11.2025     Date accepted: 20.02.2026     Date published: 20.05.2026

Study of rock failure under excessive pressure drawdown is associated with the lack of an effective flushing system design. In this process, the filtration rate of drilling fluid through the bottomhole plays a key role. The pressure drawdown effect is fully realized when the rate of penetration exceeds the fluid filtration rate in both destruction and pre-destruction zones. If the penetration rate is equal to or lower than the filtration rate, the effect becomes only partial. The efficiency of a drill bit largely depends on the performance of its hydraulic system. The main criterion is the ability to promptly remove drilled cuttings from the bottomhole zone. To achieve effective cleaning, the flushing system must direct the drilling fluid, after reflecting from the bottomhole surface, toward the central channel of the bit. Such a flow pattern – from the periphery to the center – ensures efficient removal of accumulated cuttings. Various drill bit designs are currently used in well construction, making it important to evaluate their effectiveness under comparable rock destruction conditions. The primary performance indicator is the rate of penetration, defined as the volume of rock drilled per unit time. Deep well drilling practice shows that significant energy losses occur during transmission to the bottomhole due to depth. Under such conditions, abrasive-cutting tools are the most effective, providing high penetration rates with minimal energy consumption. Additionally, penetration per single impact is a critical parameter for selecting optimal drilling modes and ensuring maximum efficiency. This approach improves drilling performance, reliability, and overall operational stability.

Keywords: wells, mechanical model, centrifugal force, drilling, ball velocity, fluid viscosity, washing channel, graphical solution.

Date submitted: 19.11.2025     Date accepted: 20.02.2026     Date published: 20.05.2026

References

  1. Hasanov, R. A., Mamedbekov, O. K., Medzhidov, G. N., et al. (2003). Destruction and cleaning of the bottomhole during well drilling. Azerbaijan Republic Patent I 20030002.
  2. Hasanov, R. A., Medzhidov, G. N., Gulgazli, A. S., Medzhidov, N. A. (2002). On the kinetics of the well bottomhole cleaning process from drilled cuttings. Oilfield Engineering, 9, 36-38.
  3. Kolesnikov, N. A., Rakhimov, A. K., Brykov, A. A., Bulatov, A. I. (1989). Rock destruction processes and reserves for increasing drilling rates. Tashkent: Fan.
  4. Maslennikov, I. K. (1984). Improvement of drilling tools for oil wells. Moscow: TsINTI Khimneftemash.
  5. Hu, H., Guan, Z., Zhang, B., et al. (2021). Structure design of weight-on-bit self-adjusting PDC bit based on stress field analysis and experiment evaluation. Journal of Petroleum Science and Engineering, 196, 107692.
  6. Stoxreiter, T., Portwood, G., Gerbaud, L., et al. (2019) Full-scale experimental investigation of the performance of a jet-assisted rotary drilling system in crystalline rock. International Journal of Rock Mechanics and Mining Sciences, 115, 87–98.
  7. Chen, P., Miska, S., Yu, M., et al. (2021). Modeling of cutting rock: from PDC cutter to PDC bit-modeling of PDC cutter. SPE Journal, 26(06), 3444-3464.
  8. Chen, X. Y., Cao, T., Yu, K. A., et al. (2020). Numerical and experimental investigation on the depressurization capacity of a new type of jet mill bit. Petroleum Science, 17, 1602–1615.
  9. Zhu, J., Huang, Z., Ma, Y., et al. (2020). Hydraulic structure design and downhole flow field optimization of drill bits in limestone formations. Science Progrress, 103(3).
  10. Echt, T., Stoxreiter, T., Plank, J. (2020). Impact of drilling fluid systems on high-pressure jet-assisted rotary drilling performance. Heliyon, 6(6), e04179.
  11. Mazen, A. Z., Mujtaba, I. M., Hassanpour, A., Rahmanian, N. (2020). Mathematical modelling of performance
    and wear prediction of PDC drill bits: Impact of bit profile, bit hydraulic, and rock strength. Journal of Petroleum Science and Engineering, 188, 106849.
  12. Fang, T., Ren, F., Liu, H., et al. (2022). Progress in particle jet drilling and rock-breaking mechanisms for deep wells. Journal of Petroleum Exploration and Production Technology, 12, 1697–1708.
  13. Khoshouei, M., Bagherpour, R. (2023). Measurement, prediction, and modeling of the drilling specific energy by soft rock properties during the drilling operation. Measurement, 222, 113679.
  14. Wei, L., Honra, J. (2024). CFD study of multiphase bottom-hole flow fields in PDC drill bits during foam drilling. Fluids, 9(9), 211.
  15. Al-Sudani, J. A. (2017). Real-time monitoring of mechanical specific energy and bit wear using control engineering systems. Journal of Petroleum Science and Engineering, 149, 171–182.
  16. Vadetskiy, Yu. V. (2000). Drilling of oil and gas wells. Moscow: Nedra.
  17. Tie, Y., Rui, X. U., Wenfeng, S., et al. (2021). Similarity evaluation of stratum anti-drilling ability and a new method of drill bit selection. Petroleum Exploration and Development, 48(2), 450-459.
  18. Moazzeni, A. R., Khamehchi, E. (2020). Rain optimization algorithm (ROA): A new metaheuristic method for drilling opti-mization solutions. Journal of Petroleum Science and Engineering, 195, 107512.
  19. Boukredera, F. S., Youcefi, M. R., Hadjadj, A., et al. (2023). Enhancing the drilling efficiency through the application of machine learning and optimization algorithm. Engineering Applications of Artificial Intelligence, 126, 107035.
  20. Kalinin, A. G., Nikitin, B. A., Solodkiy, K. M., Sultanov, B. Z. (1997). Directional and horizontal well drilling: handbook. Moscow: Nedra.
  21. Batruny, P., Zubir, H., Slagel, P., et al. (2021). Drilling in the digital age: machine learning assisted bit selection and optimization. IPTC-21299-MS. In: The International Petroleum Technology Conference, Virtual, March.
  22. Ding, M., He, M. (2024). Effect of water-induced rock softening on rock anisotropy during drilling process. Rock Mechanics and Rock Engineering, 57(10), 8193-8214.
  23. Elkatatny, S. (2021). Real-time prediction of rate of penetration while drilling complex lithologies using artificial intelligence techniques. Ain Shams Engineering Journal, 12, 917–926.
  24. Dumoulin, S., Kane, A., Coudert, T., et al. (2025). Three-dimensional numerical study of DTH bit-rock interaction with HPWJ downhole slotting: Influence of bit design and bottom hole geometric conditions on rock breaking efficiency in percussive drilling. Rock Mechanics Bulletin, 4, 100169.
  25. Seid-Rza, M. K., Faradjev, T. G., Hasanov, R. A. (1992). Prevention of complications in the kinetics of drilling processes. Moscow: Nedra.
  26. Sugiura, J., Samuel, R., Oppelt, J., et al. (2023). Drilling modeling and simulation. Current State and Future Goals, 2, 143-156.
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DOI: 10.5510/OGP2026SI101171

E-mail: ramiz.hasanov52@gmail.com


N. M. Rasulov, U. M. Nadirov, M. K. Samadov, A. S. Mammadov

Azerbaijan Technical University, Baku, Azerbaijan

Features of wear-resistant tool joint threads for drill pipes and their threading technology


To connect the stands in a drilling column, tool joints of various designs are used. During lifting and lowering operations, numerous operations involving tightening, loosening, and breaking-out operations of tapered tool joint threads are performed. During tightening and loosening, friction and wear of the tool joint threads occur both along the flat edges of the thread tops and along the side surfaces. Wear occurs both along the height and along the flank surfaces of the threads. The probability of contact and friction along the flat edges of the thread tops is 40%, and friction conditions are quite severe due to the small contact area. During tightening and breaking-out, friction and wear occur only along the side surfaces of the tapered threads. The performance of tool joint threads is limited primarily by a reduction in their effective height due to wear. Wear resistance is one of their primary operational requirements. The wear-resistant locking thread design, developed based on identified wear patterns during lowering and lifting operations and studies conducted on full-scale samples using a dedicated rig, eliminates friction and wear along the conical flat edges of the thread tops, increasing their wear resistance by approximately 1.7 times. It is applicable to all types of conical locking threads, is easy to manufacture and control, and requires only modification to the profile of the thread-forming tool. Its use in conical locking thread designs requires no additional resources or expenses, and increases the length of thread contact along the lateral faces of the profiles. 

Keywords: wear resistance; tool joint thread; tool; thread cutting; improvement.

Date submitted: 08.02.2026     Date accepted: 22.05.2026     Date published: 26.05.2026

To connect the stands in a drilling column, tool joints of various designs are used. During lifting and lowering operations, numerous operations involving tightening, loosening, and breaking-out operations of tapered tool joint threads are performed. During tightening and loosening, friction and wear of the tool joint threads occur both along the flat edges of the thread tops and along the side surfaces. Wear occurs both along the height and along the flank surfaces of the threads. The probability of contact and friction along the flat edges of the thread tops is 40%, and friction conditions are quite severe due to the small contact area. During tightening and breaking-out, friction and wear occur only along the side surfaces of the tapered threads. The performance of tool joint threads is limited primarily by a reduction in their effective height due to wear. Wear resistance is one of their primary operational requirements. The wear-resistant locking thread design, developed based on identified wear patterns during lowering and lifting operations and studies conducted on full-scale samples using a dedicated rig, eliminates friction and wear along the conical flat edges of the thread tops, increasing their wear resistance by approximately 1.7 times. It is applicable to all types of conical locking threads, is easy to manufacture and control, and requires only modification to the profile of the thread-forming tool. Its use in conical locking thread designs requires no additional resources or expenses, and increases the length of thread contact along the lateral faces of the profiles. 

Keywords: wear resistance; tool joint thread; tool; thread cutting; improvement.

Date submitted: 08.02.2026     Date accepted: 22.05.2026     Date published: 26.05.2026

References

  1. Baryshnikov, A. I. (1998). Improving the strength and durability of tool joint threaded connections of the drill string. Doctoral Thesis. Moscow: Russian State Library.
  2. Khalturin, O. A. (2023). Improving the durability of threaded connections of drill pipes based on modeling and selection of the rational tightening torque during assembly. Advanced Materials Research, 690-693, 2831-2839.
  3. Kuzminykh, D. V. (2011). Improvement of methods for increasing the durability of tool joint connections of the drill string under repeated make-up operations. PhD Thesis. Ukhta.
  4. Rasulov, N. M. (2000). Improving the efficiency of machining parts with complex surfaces of revolution. Doctoral Thesis. Baku.
  5. Rekin, S. A. (2005). Research and development of methods for predicting wear of drill string and casing string elements during well construction. Doctoral Thesis. Ufa.
  6. (2008). API Spec 7-2: Requirements for threading, gauging, and testing of rotary shouldered thread connections. American Petroleum Institute.
  7. (2018). GOST 28487-2018. Rotary shouldered threaded connections with tool joint threads for drill string elements. general technical requirements. Moscow.
  8. (2015). GOST R 56349-2015 (ISO 10424-2:2007). Drill pipes and other drill string elements for the oil and gas industry. Part 2. Basic parameters and inspection of rotary shouldered threaded connections. general technical requirements. Moscow.
  9. (2007). ISO 10424-2:2007. Petroleum and natural gas industries. rotary drilling equipment. part 2. threading and gauging of rotary shouldered threaded connections. Moscow.
  10. Pesin, M. V. (2018). Technological support and improvement of the durability of drill pipes based on modeling and control of thread strengthening treatment parameters. Doctoral Thesis. Moscow.
  11. Dong, L., Zhu, X., Yang, D. (2018). Study on mechanical be haviors of double shoulder drill pipe joint thread. Petroleum, 5(1), 102-112.
  12. Fedorov, S., Fedorova, L., Zaripov, V., et al. (2020). Increasing the wear resistance of the executive surfaces of machine parts by concentrated energy flows. Materials Today: Proceedings, 30(3), 388-392.
  13. Rasulov, N. M., Nadirov, U. M., Abbasova, I. A., et al. (2020). Advanced technology for machining tapered threads of pipe coupling. American Journal of Engineering and Technology Management, 5(2), 35-40.
  14. Rasulov, N. M., Damirova, G. V., Abbasova, I. A., Huseynov, Y. E. (2022). Improving the efficiency of thread rolling with management of technological connections. SOCAR Proceedings, SI1, 11–15.
  15. Rasulov, N. M., Nadirov, U. M., Huseynov, G. R. (2013). On the quality of manufacturing of products and their durability. In book: Modern methods and technologies for the creation and processing of materials: collection of scientific papers. Book 2. Technology and equipment of mechanical and physical-technical processing. Minsk: Institute of Physics of the National Academy of Sciences of Belarus.
  16. DeGarmo's, E. P., Black, J. T., Kohser, R. A. (2019). Materials and processes in manufacturing. 13th Ed. USA: Macmillan.
  17. Rasulov, N. M. (2003). Management of technological dimensional relationships and efficiency of machining of machine parts. Engineering Technology, 3, 18–22.
  18. Rasulov, N. M., Nadirov, U. M., Huseynov, G. R. (2014). Relationships Between Production and Operational Quality Indicators of Products. Vestnik Mashinostroeniya, 11, 85–88.
  19. Suslov, A. G., Dalsky, A. M. (2002). Scientific foundations of mechanical engineering technology. Moscow: Mashinostroenie.
  20. Yusubov, N., Abbasova, H. (2020). Models for machining accuracy in multi-tool adjustment. International Journal of Automotive and Mechanical Engineering, 17(3), 8067–8085.
  21. Rasulov, N., Nadirov, U., Abbasova, I. (2025). Improving the efficiency of machining oppositely directed conical
    surfaces by managing dynamic technological relationships. Reliability: Theory & Applications, 20(SI7(83)), 252-258.
  22. Rasulov, N. M., Nadirov, U. M., Abbasova, I. A. (2024). Improving of machining efficiency of threads and conical surfaces of diverse directions by managing static technological relationships. Advances in Science and Technology, 148, 97-102.
  23. Rasulov, N., Shabiyev, E., Damirova, G., et al. (2024). Increasing the efficiency of forming complex rotating surfaces with the controlling of technological connections. Key Engineering Materials, 979, 55–62.
  24. Rasulov, N. M., Nadirov, U. M. (2024). Ensuring the quality of taper pipe threads rolled in pipes with the control of kinematic technological connections. Russian Engineering Research, 44, 20–22.
  25. Yusubov, N. D., Abbasova, H. M. (2020). Models for machining accuracy in multi-tool adjustment. International Journal of Automotive and Mechanical Engineering, 17(3), 8067–8085.
  26. Fedorova, L. V., Ivanova, Yu. S., Voronina, M. V. (2017). Improving the wear resistance of threaded connections of drill pipes by electromechanical surface hardening. Journal of Mining Institute, 226, 456–461.
  27. Pesin, M. V. (2015). Ways to solve the problem of failure of threaded connections of oilfield and drilling equipment. Exposition Oil & Gas, 4(43), 18–20.
  28. Yakhimovich, V. A., Breki, A. D., Alkhimenko, A. A., et al. (2020). Methodology for investigating thread wear of drill pipes under repeated make-up and load holding conditions. Proceedings of the Southwest State University, 24(3), 8–20.
  29. Zaripov, V. N., Khusnetdinov, T. R., Fedorov, S. K. (2018). Improving the durability of drill string subs by
    electromechanical treatment. In book: The future of mechanical engineering in Russia. Moscow: Bauman Moscow State Technical University Publishing House.
  30. Fedorov, S. K., Fedorova, L. V., Ivanova, Y., Voronina, M. (2017). Increase of wear resistance of the drill pipe thread connection by electromechanical surface hardening. International Journal of Applied Engineering Research, 12(18), 7485-7489.
  31. Mindiarova, N. I. (2009). Reduction of friction work in threaded connections of tubing (NKT) by directed acoustic action. PhD Thesis. Almetyevsk.
  32. Pesin, M. V., Makarov, V. F., Khalturin, O. A. (2022). Calculation and modeling of rational tightening torque during assembly of drill pipes. Exposition Oil & Gas, 7(92), 50–54.
  33. Zaripov, V. N. (2018). Improving the wear resistance of threaded parts. RITM of Mechanical Engineering, 7, 38–40.
  34. Dzhus, A. P., Faflei, O. Y., Deineha, R. O., et al. (2023). Design of double-shoulder threaded joints of drilling string elements. Naukovyi Visnyk Natsionalnoho Hirnychoho Universytetu, 3, 60-65.
  35. Korabelnikov, M. I., Aksenova, N. A., Korabelnikov, A. M. (2021). Threaded tool joint conical connection of drill pipes. RU Patent 2747498.
  36. Rasulov, N. M., Yaroshevsky, F. M. (1977). Tool joint connection for drill pipes. SU Patent 563479.
  37. Rasulov, N. M., Nadirov, U. M. Alekberov, M. Z. (2020). Generalized assessment of machined surfaces quality. Russian Engineering Research, 40, 822–825.
  38. Handbook of the mechanical engineering technologist. In 2 Volumes. Eds. A. M. Dalsky, A. G. Kosilova, R. K. Meshcheryakov, et al. Moscow: Mashinostroenie.
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DOI: 10.5510/OGP2026SI101183

E-mail: nariman.rasulov@aztu.edu.az


N. N. Hamidov1, G. G. Mammadova2, T. N. Mammadov3

1«OilGasScientificResearchProject» Institute, SOCAR, Baku, Azerbaijan; 2Azerbaijan State Oil and Industry University, Baku, Azerbaijan; 3Oil and Gas Institute, The Ministry of Science and Education of the Republic of Azerbaijan, Baku, Azerbaijan

Improving three-phase separation stability under transient well flow and variable temperature conditions


This paper presents the results of an offshore field trial conducted to evaluate a newly developed demulsifier under actual operating conditions. The primary objective was to identify a more suitable chemical formulation and assess its performance against existing operational specifications, while determining its impact on three-phase (oil–gas–water) separation efficiency under varying production conditions. The trial was conducted using a structured methodology designed to ensure a reliable performance comparison without interrupting production operations. The results confirmed that separation efficiency is strongly influenced by chemical formulation. Improved separation stability had a positive impact on overall process performance, including effective residence time, liquid slugging response, and thermobaric behavior. These findings demonstrate the importance of integrated chemical and process optimization rather than reliance solely on increased chemical dosage. The enhanced stability observed under transient inlet conditions and prevailing temperature ranges is largely attributed to the diesel-based carrier solvent, which improved oil-phase compatibility and ensured consistent transport of active components to the oil–water interface. Appropriate process optimization further supported compliance with oil export and produced water quality specifications. The field trial demonstrated stable three-phase separation performance with sustained compliance with operational specifications. Optimization of the demulsification program reduced chemical consumption, improved cost efficiency, and minimized logistics-related operational risks, providing a practical framework for offshore chemical evaluation and implementation.

Keywords: oil and gas production; temperature influence; demulsifiers; oil and gas separation; oil–water emulsions.

Date submitted: 03.03.2026     Date accepted: 04.05.2026     Date published: 20.05.2026

This paper presents the results of an offshore field trial conducted to evaluate a newly developed demulsifier under actual operating conditions. The primary objective was to identify a more suitable chemical formulation and assess its performance against existing operational specifications, while determining its impact on three-phase (oil–gas–water) separation efficiency under varying production conditions. The trial was conducted using a structured methodology designed to ensure a reliable performance comparison without interrupting production operations. The results confirmed that separation efficiency is strongly influenced by chemical formulation. Improved separation stability had a positive impact on overall process performance, including effective residence time, liquid slugging response, and thermobaric behavior. These findings demonstrate the importance of integrated chemical and process optimization rather than reliance solely on increased chemical dosage. The enhanced stability observed under transient inlet conditions and prevailing temperature ranges is largely attributed to the diesel-based carrier solvent, which improved oil-phase compatibility and ensured consistent transport of active components to the oil–water interface. Appropriate process optimization further supported compliance with oil export and produced water quality specifications. The field trial demonstrated stable three-phase separation performance with sustained compliance with operational specifications. Optimization of the demulsification program reduced chemical consumption, improved cost efficiency, and minimized logistics-related operational risks, providing a practical framework for offshore chemical evaluation and implementation.

Keywords: oil and gas production; temperature influence; demulsifiers; oil and gas separation; oil–water emulsions.

Date submitted: 03.03.2026     Date accepted: 04.05.2026     Date published: 20.05.2026

References

  1. Fataliyev, V. M., Hamidov, N. N., Aliyev, K. F. (2025). Advances in understanding and controlling liquid loading in gas-condensate production well. SOCAR Proceedings, 2, 95-103.
  2. Ismayilov, G. G., Dzhalalov, G. I., Safarov, N. M. (2021). About one interpretation of the phenomenon of «phase inversion» in rheologically difficult water-oil emulsions. SOCAR Proseedings, 4, 84-89.
  3. Arnold, K., Stewart, M. (2008). Surface production operations. Volume 1. Design of oil-handling systems and facilities. Houston TX: Gulf Professional Publishing.
  4. Mokhatab, S., Poe, W. A., Mak, J. Y. (2019). Handbook of natural gas transmission and processing: principles and practices. Gulf Professional Publishing.
  5. Fataliyev, V. M., Aliyev, K. F. (2025). Predictive modeling of liquid loading in gas-condensate wells using deep neural networks. Azerbaijan Oil Industry, 9, 13-19.
  6. Abbasov, Z. Y., Fataliyev, V. M., Hamidov, N. N. (2017). The solubility of gas components and its importance in gas-condensate reservoir development. Petroleum Science and Technology, 35(3), 249-256.
  7. Bothamley, M. (2013). Gas/liquid separators: quantifying separation performance - Part 1. Oil and Gas Facilities, 2, 21–29.
  8. Schramm, L. L. (2005). Emulsions, foams, and suspensions: fundamentals and applications. Wiley‐VCH Verlag GmbH & Co.
  9. Speight, J. G. (2014). The chemistry and technology of petroleum. 5th Ed. Teylor & Francis Group, Boca Raton, CRC press.
  10. Salager, J. L., Forgiarini, A., Márquez, L., et. al. (2004). Using emulsion inversion in industrial processes. Advances in Colloid and Interface Science, 108–109, 259–272.
  11. Kokal, S. L. (2005). Crude oil emulsions: A state-of-the-art review. SPE Production & Facilities, 20(1), 5–13.
  12. Igunnu, E. T., Chen, G. Z. (2014). Produced water treatment technologies. International Journal of Low-Carbon Technologies, 9(3), 157–177.
  13. Schorling, P. C., Kessel, D. G., Rahimian, I. (1999). Influence of the crude oil resin/asphaltene ratio on the stability of oil/water emulsions. Colloids and Surfaces A: Physicochemical and Engineering Aspects, 152(1), 95–102.
  14. Spiecker, P. M., Gawrys, K. L., Trail, C. B., Kilpatrick, P. K. (2003). Effects of petroleum resins on asphaltene aggregation and water-in-oil emulsion formation Colloids and Surfaces A: Physicochemical and Engineering Aspects, 220, 9-27.
  15. Raya, S. A., Mohd Saaid, I., Abbas Ahmed, A., et al. (2020). A critical review of development and demulsification mechanisms of crude oil emulsion in the petroleum industry. Journal of Petroleum Exploration and Production Technology, 10, 1711–1728.
  16. Jiang, H., Liu, X., Xu, Y., Jia, Y. (2024). Study on the effect and mechanism of temperature and shear on the stability of water–in–oil emulsion stabilized by asphaltenes. Colloids and Surfaces A: Physicochemical and Engineering Aspects, 697, 134470.
  17. Sjöblom, J., Aske, N., Auflem, I. H., et al. (2003). Our current understanding of water-in-crude oil emulsions.: Recent characterization techniques and high pressure performance. Advances in Colloid and Interface Science, 100–102, 399–473.
  18. Faisal, W., Almomani, F. (2022). A critical review of the development and demulsification processes applied for oil recovery from oil in water emulsions. Chemosphere, 291(Part 3), 133099.
  19. Alao, K. T., Alara, O. R., Abdurahman, N. H. (2021). Trending approaches on demulsification of crude oil in the petroleum industry. Applied Petrochemical Research, 11, 281–293.
  20. Yujiang, L., Li, Ch., Zhao, Z., et. al. (2022). Effects of asphaltene concentration and test temperature on the stability of water-in-model waxy crude oil emulsions. ACS Omega, 7(9), 8023–8035.
  21. Hao, X., Elakneswaran, Y., Shimokawara, M., et. al. (2024). Impact of the temperature, homogenization condition, and oil property on the formation and stability of crude oil emulsion. Energy & Fuels, 38(2), 979–994.
  22. Yonguep, E., Kapiamba, K. F., Kabamba, K. J., Chowdhury, M. R. (2022). Formation, stabilization and chemical demulsification of crude oil-in-water emulsions: A review. Petroleum Research, 7, 459–472.
  23. Abdullayev, M. G. (2024). New composition for demulsification in downhole conditions. SOCAR Proceedings, SI1, 102–106.
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DOI: 10.5510/OGP2026SI101170

E-mail: natiq.hamidov@socar.az


G. Sh. Asadova

Azerbaijan State Oil and Industry University, Baku, Azerbaijan

Application of nanostructured systems in the isolation of lost circulation zones


This article is devoted to the development of improved drilling fluid formulations designed to combat complications encountered during deep well drilling. One of the key problems under such conditions is the presence of lost circulation zones, which lead to wellbore instability, sticking of drilling tools, and significant technological and material losses. The composition and properties of drilling fluids play a major role in this process. However, despite numerous studies, issues related to sealing properties still require experimental investigation of the isolating capacity of drilling fluids. Based on this, the article presents the results of experimental studies on changes in the resistance factor as a parameter characterizing the sealing properties of the fluid. During the research, the fundamental principles of experimental design theory were applied, along with statistical data processing methods to determine the significance of key factors and to model individual processes through calculations based on data analysis. In particular, correlation analysis using specialized software made it possible to study patterns occurring during the regulation of the composition and properties of drilling fluids and chemical reagents used to enhance wellbore stability and integrity during drilling. Laboratory tests were conducted, and sediment-gelforming compositions based on metallic and organic clusters and polymers were proposed to combat circulation losses. Experimental dependencies of the sealing capacity of the studied compositions on the concentration of these particles, polymer content, and medium permeability were obtained, enabling the selection of optimal combinations to achieve maximum efficiency in isolating loss zones.

Keywords: nanotechnology; drilling fluid; lost circulation; wellbore stability; reservoir isolation.

Date submitted: 23.05.2025     Date accepted: 09.02.2026     Date published: 20.05.2026

This article is devoted to the development of improved drilling fluid formulations designed to combat complications encountered during deep well drilling. One of the key problems under such conditions is the presence of lost circulation zones, which lead to wellbore instability, sticking of drilling tools, and significant technological and material losses. The composition and properties of drilling fluids play a major role in this process. However, despite numerous studies, issues related to sealing properties still require experimental investigation of the isolating capacity of drilling fluids. Based on this, the article presents the results of experimental studies on changes in the resistance factor as a parameter characterizing the sealing properties of the fluid. During the research, the fundamental principles of experimental design theory were applied, along with statistical data processing methods to determine the significance of key factors and to model individual processes through calculations based on data analysis. In particular, correlation analysis using specialized software made it possible to study patterns occurring during the regulation of the composition and properties of drilling fluids and chemical reagents used to enhance wellbore stability and integrity during drilling. Laboratory tests were conducted, and sediment-gelforming compositions based on metallic and organic clusters and polymers were proposed to combat circulation losses. Experimental dependencies of the sealing capacity of the studied compositions on the concentration of these particles, polymer content, and medium permeability were obtained, enabling the selection of optimal combinations to achieve maximum efficiency in isolating loss zones.

Keywords: nanotechnology; drilling fluid; lost circulation; wellbore stability; reservoir isolation.

Date submitted: 23.05.2025     Date accepted: 09.02.2026     Date published: 20.05.2026

References

  1. Limanovsky, V. M., Masyukova, N. A., Garyan, S. A., et al. (1985). Studies on the effectiveness of complexing agents in drilling fluids. Oil Industry, 12, 17–18.
  2. Sidorov, N. A. (1982). Polymer drilling fluids. Oilfield Engineering and Technology Series, 18, 1-84.
  3. Gray, J., Darley, G. S. G. (1985). Composition and properties of drilling fluids: a textbook for engineers. Moscow: Nedra.
  4. Kharitonov, A., Pogorelova, S., Bakichi, M. A., et al. (2015). Lost circulation minimization strategy applied while drilling challenging profile well on Salym group of oil fields. SPE-176512-MS. In: The SPE Russian Petroleum Technology Conference, Moscow, Russia, October.
  5. Kazimov, E. A., Suleymanov, A. B. (2016). Study of the inhibitory properties of copper nanoparticles in drilling fluids. SOCAR Proceedings, 2, 11–14.
  6. Eaton, B. (1972). Graphical method predicting pressure worldwide. World Oil, 185, 151–156.
  7. Koshelev, V. N. (2004). Scientific and methodological foundations for the development and implementation of technology for high-quality opening of productive formations under various geological and technical conditions. Doctoral Thesis. Russia: Krasnodar.
  8. Mavlyutov, M. R. (1980). Some issues of applying potassium-based drilling fluids. Drilling: RNTS / VNIIOENG, 3, 24–27.
  9. Novikov, V. S. (2000). Stability of clay formations during well drilling. Moscow: Nedra.
  10. Alexandrovich, Kh. M. (1976). Fundamentals of reagent application in flotation of potash ores. Minsk: Nauka.
  11. Ovchinnikov, V. P., Aksenova, N. A., Kamensky, L. A., Fedorovskaya, V. A. (2014). Polymer drilling fluids. Their evolution “from rags to riches”. Drilling and Oil, 12, 24-28.
  12. Khavkin, A. Ya. (2009). Nano-phenomena in oil and gas production. Bulletin of the Russian Academy of Sciences, 79(6), 519–522.
  13. Sattarov, R. M., Sattarzade, I. R., Gusmanova, A. T. (2010). Nanomodelling of technological processes for development and operation of oil and gas fields. Azerbaijan Oil Industry, 1, 42–51.
  14. Mirzadzhanzade, A. Kh., Magerramov, A., Yusifzade, Kh. B., et al. (2005). Study of the effect of iron and aluminum nanoparticles on the intensification of gas release and pressure for application in oil production. News of Baku University, 1, 5–13.
  15. Yusifzade, Kh. B., Shahbazov, E. K. (2011). Development and implementation of nanotechnologies in oil and gas production. Baku.
  16. Gasanova, U. A. (2003). Synthesis of multifunctionally substituted crown compounds and their application in stimulating organic reactions. Doctoral Thesis. Baku.
  17. Shahbazov, E. K., Kazimov, E. A. (2010). Nanotechnologies for controlling tribological properties in drilling of oil and gas wells. Azerbaijan Oil Industry, 8, 31-34.
  18. Khodnenko, I., Ivanov, S., Perets, D., Simonov, M. (2019). Detection of lost circulation in drilling wells using sensor data and machine learning techniques. Procedia Computer Science, 156, 300–307.
  19. Sabah, M., Mehrad, M., Ashrafi, S. B., et al. (2021). Hybrid machine learning algorithms to enhance lost-circulation
    prediction and management in the Marun oil field. Journal of Petroleum Science and Engineering, 198, 108125.
  20. Magzoub, M. I., Salehi, S., Hussein, I. A., Nasser, M. S. (2020). Loss circulation in drilling and well construction:
    significance of crosslinked polymers in wellbore strengthening. Journal of Petroleum Science and Engineering, 185, 106653.
  21. Abbasov, M. T., Strekov, A. S., Efendiev, G. M. (2009). Improving the efficiency of limiting water influx in oil wells. Baku: Nafta-Press.
  22. Moldabayeva, G. Z., Efendiev, G. M., Kozlovskiy, A. L., et al. (2023). Modeling and adoption of technological solutions to improve the efficiency of measures limiting water influx into oil wells under uncertainty. ChemEngineering, 7(5), 89.
  23. Moldabayeva, G. Z., Efendiev, G. M., Kozlovskiy, A. L., et al. (2023). Study of rheological characteristics of sediment-gelling compositions for limiting water inflow. Applied Sciences, 13, 10473.
  24. Yermenov, S. M., Bondarenko, V. P., Golubev, V. G., et al. (2025). Investigation of drilling fluid properties using compositions based on secondary resources from cottonseed oil production. SOCAR Proceedings, SI1, 10–16.
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DOI: 10.5510/OGP2026SI101172

E-mail: gulshan.asadova@asoiu.edu.az


Sh. Z. Ismayılov1, S. B. Bayramov1, P. Sh. Ismayılova2

1Azerbaijan State Oil and Industry University, Baku, Azerbaijan; 2SRI “Geotechnological Problems of Oil, Gas and Chemistry”, Azerbaijan State Oil and Industry University, Baku, Azerbaijan

Optimization of gathering, transportation, and preparation processes for well production


Since oil and gas and gas-condensate reservoirs in fields consist of rocks such as sand, sandstone, limestone, dolomite, etc., the produced fluid contains aggressive solid particles of these rocks. The oil and gas composition includes formation water with high corrosive potential, containing components such as calcium chloride, sodium bicarbonate, magnesium chloride, sodium sulfate, etc. The presence of solid sand-clay mixtures and saline water in the collected and transported product leads to the erosion of technological equipment and premature failure of the working parts of pumps. To separate liquid and gas, the product often enters oil-gas separators with pulsations, which reduces the quality of gas separation from the liquid. Most of the sand-clay mixture coming from the wells reaches the water and oil collection tanks at the oil gathering stations and settles at the bottom. Cleaning the bottom sediments of existing tanks requires significant time, labor, and machinery, and exposes the environment to environmental pollution . When draining the water beneath the oil layer, oil is discharged out along with the water, leading to oil losses. To dampen pulsations in the oil-gas flow, a device should be installed at the inlet of the oil-gas separators to ensure the separation of sand-clay mixtures and the stabilization of surges. To drain the water under the oil and clean the tanks from salt and sand-clay sediment, the tank bottoms should be designed with a 1:30 concave conical ratio, and a drainage pipe should be placed at the center of the bottom.

Keywords: formation water; sand-clay mixtures; gas-oil-water mixture separator; settler; oil trap; oil suspension; emulsion; viscosity; Reynolds number; Stokes' law; separator; sand trap.

Date submitted: 11.08.2025     Date accepted: 31.03.2026     Date published: 21.05.2026

Since oil and gas and gas-condensate reservoirs in fields consist of rocks such as sand, sandstone, limestone, dolomite, etc., the produced fluid contains aggressive solid particles of these rocks. The oil and gas composition includes formation water with high corrosive potential, containing components such as calcium chloride, sodium bicarbonate, magnesium chloride, sodium sulfate, etc. The presence of solid sand-clay mixtures and saline water in the collected and transported product leads to the erosion of technological equipment and premature failure of the working parts of pumps. To separate liquid and gas, the product often enters oil-gas separators with pulsations, which reduces the quality of gas separation from the liquid. Most of the sand-clay mixture coming from the wells reaches the water and oil collection tanks at the oil gathering stations and settles at the bottom. Cleaning the bottom sediments of existing tanks requires significant time, labor, and machinery, and exposes the environment to environmental pollution . When draining the water beneath the oil layer, oil is discharged out along with the water, leading to oil losses. To dampen pulsations in the oil-gas flow, a device should be installed at the inlet of the oil-gas separators to ensure the separation of sand-clay mixtures and the stabilization of surges. To drain the water under the oil and clean the tanks from salt and sand-clay sediment, the tank bottoms should be designed with a 1:30 concave conical ratio, and a drainage pipe should be placed at the center of the bottom.

Keywords: formation water; sand-clay mixtures; gas-oil-water mixture separator; settler; oil trap; oil suspension; emulsion; viscosity; Reynolds number; Stokes' law; separator; sand trap.

Date submitted: 11.08.2025     Date accepted: 31.03.2026     Date published: 21.05.2026

References

  1. Suleimanov, B. A., Abbasov, H. F., Ismailov, Sh. Z. (2024). A comprehensive review on sand control in oil and gas wells. Part II. Chemical treatment and sand management. SOCAR Proceedings, 4, 27-41.
  2. Kazimov, Sh. P., Mehdiyev, K. K. (2020). Acıd-based cement slurry wıth controllable propertıes. SOCAR Proceedings, 3, 47-51.
  3. Suryantoro, R. W., Siallagan, M. P. S. (2025). Increasing lifetime of tubing pump with sand problem in Field X Zona 1 Pt Pertamina EP. European Journal of Business and Management Research, 10(2), 112-123.
  4. Bayramov, S. B., Abbasov, Kh. F., Huseynov, Sh. Sh., et al. (2017). Retention of mechanical impurities in the collection and transportation system of oil wells. Azerbaijan Oil Industry, 3, 40-42.
  5. Bayramov, S. B., Guliyev, M. F., Mammadov, T. N., et al. (2014). The separation of oil, water, gas and sand from the well product. Azerbaijan Oil Industry, 1, 37-41.
  6. He, X., Pang, Z., Ren, L., et al. (2024). A critical review on analysis of sand producing and sand-control technologies for oil well in oilfields. Frontiers in Energy Research, 12.
  7. Zhiliang, W., Zhenhua, W., Zhensong, W., et al. (2025). Study of sand particle transport characteristics and different critical velocities in sand-producing wells via indoor experiments. Scientific Reports, 15(1), 9707.
  8. Gurbanov, A., S., Damirova, J. (2025). Study of dynamic analysis of separation devices in gas drying. In: III International Conference on Advances in Applied Physics and Mathematics for Energy, Environment and Earth Science (AAPM-III 2025), EPJ Web Conf., vol. 318.
  9. Safarova, A., Damirova, J., Huseynov, I. (2023). Development of adaptive control system for technological facility of primary oil refining. EUREKA: Physics and Engineering, 5, 80-93.
  10. Suleimanov, B. A., Veliyev, E. F., Vishnyakov, V. V. (2022). Nanocolloids for petroleum engineering: Fundamentals and practices. John Wiley & Sons.
  11. Suleimanov, B. A., Abbasov, E. M., Sisenbayeva, M. R. (2017) Mechanism of gas saturated oil viscosity anomaly near to phase transition point. Physics of Fluids, 29, 01206.
  12. Shaimardanov, V. Kh. (2013). Processes and equipment for oil and gas collection and preparation technologies in the fields. Moscow-Izhevsk: Institute of Computer Research.
  13. Savelyeva, N. N. (2019). Improvement of technological equipment for the wellbore production collection and preparation system. Modern High Technologies, 2, 138-142.
  14. Savenok, O. V., Diomande, B. Kh. (2020). Characteristics of the wellbore production collection and preparation system at the Block 63 offshore field. Bulatov Readings. Collection of Articles – 2020, 47-57.
  15. Ismailov, F. S., Gasanov, F. G., Bayramov, S. B., Nasibova, A. A. (2014). Improvement of process equipment at an oil collection point. Oilfield Business, 4, 56-59.
  16. GOST 31385-2016. (2016). Vertical cylindrical steel tanks for oil and oil products. Moscow: Standartinform.
  17. Babakin, A. D. (2023). Modernization of the process of erosion of bottom sediments in the reservoirs of the RVSP 20000. Problems of Collection, Preparation and Transportation of Oil and Oil Products, 6(146), 112-122.
  18. Gilmiyarov, E. A., Gruzdeva, I. V. (2019). Methods of mechanical cleaning of tanks from bottom sediments. Bulatov Readings. Collection of Articles – 2019, 151-153.
  19. Potapov, I. I., Reshetnikova, O. V. (2024). On modeling the problem of solid particle sedimentation in a viscous incompressible fluid using the smoothed particle hydrodynamics (SPH) method. Proceedings of the ISP RAS, 36(4), 191–202.
  20. Arkhipov, V. A., Usanina, A. S. (2017). Gravitational sedimentation of a highly concentrated system of solid spherical particles. Thermophysics and Aeromechanics, 5, 739-750.
  21. Manzhosov, V. K., Novikova, O. D., Novikov, A. A. (2011). Theoretical mechanics. Part II. Dynamics. Analytical mechanics. Ulyanovsk: Ulyansk State Technical University.
  22. Vedernikova, M. I., Startseva, L. G., Gindulin, I. K. (2023). Hydromechanical processes. Ekaterinburg: USLTU.
  23. Girolami, L., Risso, F., Amin, A., et al. (2024). Sedimentation of short-lived fluid-solid suspensions. Physics of Fluids, 36(11), 113308.
  24. Babenko, A. P., Strelets, I. V. (2013). Hydraulic size, as the main characteristic in calculating sump. Internet Journal "Construction of Unique Buildings and Structures", 6(11), 34-42.
  25. Aga-zade, A. D., Gasanov, H. I., Samedov, A. M., et al. (2020). Destruction of water-oil emulsion with aminecontaining composites. Bulatov Readings. Collection of Articles – 2020, 40-42.
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DOI: 10.5510/OGP2026SI101173

E-mail: shahin.ismayilov@asoiu.edu.az


V. J. Abdullayev, T. F. Ibadzade

"OilGasScientificResearchProject" Institute, SOCAR, Baku, Azerbaijan

Investigating the relationship between production rate and injection gas velocity: a new approach to determining the optimal operating mode of gas-lift wells


The article examines contemporary solutions for optimizing gas-lift well operation modes. By analyzing flow conditions and the upward gas flow equation, the process of liquid displacement by gas within the annular space toward the tubing shoe was evaluated. Based on wellhead parameters and the downward gas flow equation, gas pressure at the shoe of the second-string tubing in a concentric dual-string configuration was theoretically determined. Furthermore, the gas injection velocity (υ ) at the shoe zone was calculated using a derived formula corresponding to the pressure at that depth. The correlation between gas velocity, liquid production, and gas injection rates was investigated. For this purpose, Q = f (V) and υ = f (V) relationships were established for five gas-lift wells based on field data and wellhead parameters. Results revealed a specific correlation between gas velocity at the tubing shoe and production rate, indicating that injection velocity at the entry point can effectively characterize the well's operation mode. To determine the optimal operation mode for gas-lift wells, Q = f (V) and υ = f (V) curves were plotted simultaneously. It was observed that the optimal mode determined from both graphs aligns at approximately the same point. Based on the results, it is concluded that the dependence of the liquid production rate on the operating gas injection rate can be substituted by the dependence of gas injection velocity on the gas injection rate for gas-lift wells.

Keywords: gas-lift wells; operating mode; tubing shoe; gas injection rate; gas injection velocity.

Date submitted: 13.01.2026     Date accepted: 13.04.2026    Date published: 21.05.2026

The article examines contemporary solutions for optimizing gas-lift well operation modes. By analyzing flow conditions and the upward gas flow equation, the process of liquid displacement by gas within the annular space toward the tubing shoe was evaluated. Based on wellhead parameters and the downward gas flow equation, gas pressure at the shoe of the second-string tubing in a concentric dual-string configuration was theoretically determined. Furthermore, the gas injection velocity (υ ) at the shoe zone was calculated using a derived formula corresponding to the pressure at that depth. The correlation between gas velocity, liquid production, and gas injection rates was investigated. For this purpose, Q = f (V) and υ = f (V) relationships were established for five gas-lift wells based on field data and wellhead parameters. Results revealed a specific correlation between gas velocity at the tubing shoe and production rate, indicating that injection velocity at the entry point can effectively characterize the well's operation mode. To determine the optimal operation mode for gas-lift wells, Q = f (V) and υ = f (V) curves were plotted simultaneously. It was observed that the optimal mode determined from both graphs aligns at approximately the same point. Based on the results, it is concluded that the dependence of the liquid production rate on the operating gas injection rate can be substituted by the dependence of gas injection velocity on the gas injection rate for gas-lift wells.

Keywords: gas-lift wells; operating mode; tubing shoe; gas injection rate; gas injection velocity.

Date submitted: 13.01.2026     Date accepted: 13.04.2026    Date published: 21.05.2026

References

  1. Brown, K. (1982). Overview of artificial lift systems. SPE JPT, 34(10), 2384-2396.
  2. Brown, K. E. (1984). The technology of artificial lift methods: gas lift. Penn Well Books.
  3. Takacs, G. (2005). Gas lift manual. USA: PennWell Corp.
  4. Ismayilov, Sh. Z., Suleymanov, A. A., Novruzova, S. H., et al. (2022). Oil and gas well production technology, Baku.
  5. Hullio, I. A., Jokhio, S. A., Memon, Kh. R., et al. (2018). Design and economic evaluation of the ESP and gas lift on the dead oil well. International Journal of Current Engineering and Technology, 8(6), 1548-1553.
  6. Rashid, K., Bailey, W., Couet, B. (2012). A survey of methods for gas-lift optimization. Modelling and Simulation in Engineering, 2012, 516807.
  7. Okorocha, I. T., Chinwuko, Ch. E., Mgbemena, Ch.E., Mgbemena, Ch. O. (2020). Gas lift optimization in the oil and gas production process: A review of production challenges and optimization strategies. International Journal of Industrial Optimization, 1(2), 61-70.
  8. Al-Janabi, M., Al-Fatlawi, O. (2022). Gas lift optimization: A review. AIP Conference Proceedings, 2443, 030013.
  9. Mariea, M. (2020). Aspects regarding influence of IPR and OPR curves on gas lift performance. Romanian Journal of Petroleum & Gas Technology, I(1), 21-30.
  10. Guo, B., Liu, X., Tan, X. (2017). Petroleum production engineering. 2nd Ed. Gulf Professional Publishing.
  11. Manickavasakan, S. N. (2022). Gas lift systems design & optimization: A modern modeling approach. Tulsa, Oklahoma: PennWell Books LLC.
  12. Abdullayev, V. J., Gamzaev, Kh. M. (2022). Numerical method for determining the coefficient of hydraulic resistance two-phase flow in a gas lift well. SOCAR Proceedings, 1, 56-60.
  13. Abdullayev, V. J. (2021). New approach for two-phase flow calculation of artificial lift. SOCAR Proceedings, 1, 49-55.
  14. Mazhar, A., Muhammad, Kh. M. (2018). Oil production optimization with gas lift method. International Journal of Current Engineering and Technology, 8(6), 1628-1634.
  15. Abdalsadig, M. A. G. H., Nourian, A., Nasr, G. G., Babaie, M. (2016). Gas lift optimization to improve well performance. International Journal of Mechanical, Industrial and Aerospace Sciences, 10(3), 419-427.
  16. Qingrong, W., Zhi, Y., Linjuan, Z., et al. (2025). Research on the optimization of continuous gas lift production from multiple wells on the platform. Processes, 13, 478.
  17. Ismayilov, Sh. Z., Suleymanov, A. A. (2025). Diagnosis of operational complications in gas-lift wells based on wellhead data analysis. SOCAR Proceedings, SI1, 47-52.
  18. Abbasov, A. A., Ismayilov, Sh. Z., Suleymanov, A. A., et al. (2022). Gas lift well performance evaluation based on operational parameter fluctuations. SOCAR Proceedings, 3, 54-60.
  19. Mandiani, M. R., Khamehchi, E. (2015). Stabilizing gas lift optimization with different amounts of available lift gas. Journal of Natural Gas Science and Engineering, 26, 8-27.
  20. Abdullayev, V. J. (1995). Methodology for calculating shoe pressure in gas lift wells. Izvestia of the Academy of Sciences of Azerbaijan, Earth Sciences Series, 101-107.
  21. (2018). Technical code of practice (TCP) 17.08-09-2018 (33140).
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DOI: 10.5510/OGP2026SI101176

E-mail: terlan.ibadzade95@gmail.com


F. K. Kazimov1,2, S. C. Rzayeva1, K. A. Mammadov1,2

1«OilGasScientificResearchProject» Institute, SOCAR, Baku, Azerbaijan; 2Azerbaijan State University of Oil and Industry, Baku, Azerbaijan

Development of a new method for treating the near-wellbore zone of water-flooded wells


At a certain stage of reservoir development, a number of operational challenges arise in well production. One of these issues is the ingress of water into the near-wellbore zone of the formation. Water breakthrough disrupts the normal operating regime of wells and leads to a sharp decline in production. The inflow of formation water into the well causes degradation of the near-wellbore zone, while sand carried by the water results in premature failure of downhole equipment. Consequently, frequent well shutdowns occur, and additional difficulties arise in oil treatment and transportation processes. Water production also adversely affects environmental and ecological balance. One of the main causes of water breakthrough is the heterogeneity of the near-wellbore zone in terms of permeability. The main objective of this study is to reduce the water-phase permeability of the near-wellbore zone. To achieve this, a new hydrophobic composition based on acidol and soapstock was developed, and its effectiveness in isolating water inflows was experimentally investigated under laboratory conditions. The results of the conducted studies indicate that injecting a volume of the composition equal to 15–17 % of the pore volume into the near-wellbore zone results in 12.7-14.5-times reduction in water-phase permeability, the water cut of the produced fluid decreases by 9.3–11 times, and the oil recovery factor increases by 11–14 %. 

Keywords: new treatment method; reservoir model; phase permeability; near-wellbore zone; isolation; hydrophobic; acidol; soapstock; oil recovery factor; water cut.

Date submitted: 15.12.2025     Date accepted: 20.04.2026     Date published: 21.05.2026

At a certain stage of reservoir development, a number of operational challenges arise in well production. One of these issues is the ingress of water into the near-wellbore zone of the formation. Water breakthrough disrupts the normal operating regime of wells and leads to a sharp decline in production. The inflow of formation water into the well causes degradation of the near-wellbore zone, while sand carried by the water results in premature failure of downhole equipment. Consequently, frequent well shutdowns occur, and additional difficulties arise in oil treatment and transportation processes. Water production also adversely affects environmental and ecological balance. One of the main causes of water breakthrough is the heterogeneity of the near-wellbore zone in terms of permeability. The main objective of this study is to reduce the water-phase permeability of the near-wellbore zone. To achieve this, a new hydrophobic composition based on acidol and soapstock was developed, and its effectiveness in isolating water inflows was experimentally investigated under laboratory conditions. The results of the conducted studies indicate that injecting a volume of the composition equal to 15–17 % of the pore volume into the near-wellbore zone results in 12.7-14.5-times reduction in water-phase permeability, the water cut of the produced fluid decreases by 9.3–11 times, and the oil recovery factor increases by 11–14 %. 

Keywords: new treatment method; reservoir model; phase permeability; near-wellbore zone; isolation; hydrophobic; acidol; soapstock; oil recovery factor; water cut.

Date submitted: 15.12.2025     Date accepted: 20.04.2026     Date published: 21.05.2026

References

  1. Craig, Jr., F. F. (1971). The reservoir engineering aspects of waterflooding. Vol. 3. Richardson, Texas: Monograph Series, SPE.
  2. Willhite, G. P. (1986). Waterflooding. Vol. 3. Richardson, Texas: Textbook Series, SPE.
  3. Rose, S. C., Buckwalter, J. F., Woodhall, R. J. (1989). The design engineering aspects of waterflooding. Vol. 11. Richardson, Texas: Monograph Series, SPE.
  4. Tang, Y., Mu, T., Qin, J., et al. (2025). The mechanism of reservoir damage by water injection in ultra-lowpermeability reservoirs and optimization of water quality index. Energies, 18(6), 1455.
  5. Suleimanov, B. A., Guseynova, N. I., Rzayeva, S. C., Tuleshova, G. D. (2018). Results of acidizing injection wells on the Zhetybai field (Kazakhstan). Petroleum Science and Technology, 36(3). 193-199.
  6. Bagirov, M. K., Kazimov, F. K., Gasimov, A. M. (2000) Experimental study of increasing oil yield of layers with difficult-to-recover oil reserves. Azerbaijan Academy of Sciences News, Earth Sciences Series, 2, 66–69.
  7. Bagirov, M. K., Kasumov, A. M., Kazimov, F. K. (2002). The study of expulsion of oil alkaline waste solution from stratum having difficult recovered oil deposits. In: The Sixth Baku International Congress “Energy, Ecology, Economy”, Baku.
  8. Guseinova, R. K., Kazimov, F. K., Rzaeva, S. D., Guseinov, R. M. (2018). Experimental studies on improving oil displacement efficiency in layered heterogeneous formations. Karotazhnik, 3(285), 93–98.
  9. Kyazimov, F. (2020). Research of enhanced oil recovery method in layered-heterogeneous formations. In: Proceedings of the 7th International Conference on Control and Optimization with Industrial Applications (COIA 2020), Baku, Azerbaijan.
  10. Shamilov, V. M., Babayev, E. R., Mammadova, P. Sh., et al. (2023). Some aspects of the use of carbon nanotubes for enhanced oil recovery. SOCAR Proceedings, SI1, 115-120.
  11. Mammadov, K. A., Hamidova, N. S. (2021). Prevention of corrosion destruction of oilfield equipment using a composition based on technical phosphatides. SOCAR Proceedings, 4, 96–101.
  12. Mammadov, K., Aliyev, S., Nurullayev, V. (2021). Application of new corrosion inhibitor for gathering pipelines for improving the ecology. News of the National Academy of Sciences of the Republic of Kazakhstan, Series Chemistry and Technology, 4(448), 32–39.
  13. Mammedov, K. A., Hamidova, N. S., Aliyev, T. S. (2019). Development of a new multifunctional inhibitor for the protection of oilfield equipment. Chemical and Petroleum Engineering, 55(3), 340–346.
  14. Mammadov, K. A., Hamidova, N. S. (2020). Development of a multifunctional corrosion inhibitor possessing the properties of a microemulsion. News of the National Academy of Sciences of the Republic of Kazakhstan, Series of Geology and Technical Sciences, 1(439), 64–72.
  15. Mamedov, K. A., Kyazimov, F. K., Seifiev, F. G. (2024). Corrosion inhibitor for the protection of oilfield equipment operated in various aggressive environments. Steel in Translation, 54(11), 1130–1133.
  16. Babayev, R. J., Kazımov, F. K. (2014). Experimental study of water inflow limitation from formation to well. Azerbaijan Oil Industry, 10, 26–29.
  17. Kyazimov, F. K. (2020). Limitation of water inflow from formation to well. In: Bulatov Readings, Proceedings of the IV International Scientific and Practical Conference, Vol. 2, 268–271.
  18. Al-Ebrahim, A. E., Al-Houti, N., Al-Othman, M., et al. (2017). A new cost effective and reliable water shutoff system: Case study in Kuwait. SPE-188293-MS. In: The Abu Dhabi International Petroleum Exhibition & Conference, Abu Dhabi, UAE, November.
  19. Cottin, C., Al-Amrie, O., Barrois, E. (2017). Chemical water shutoff pilot in a mature offshore carbonate field. SPE-188871-MS. In: The Abu Dhabi International Petroleum Exhibition & Conference, Abu Dhabi, UAE, November.
  20. Kazimov, F. K., Rzaeva, S. C. (2019). New selective isolation method of water inflows into the well using biologically active supplements. SPE-198415-MS. In: The SPE Annual Caspian Technical Conference, Baku, Azerbaijan, October.
  21. Nurakhmetova, Z., Gussenov, I., Aseyev, V., et al. (2018). Application of sol-gel transition of gellan and xanthan for enhanced oil recovery and drilling fluids. Journal of Chemical Technology and Metallurgy, 53(1), 68–78.
  22. Yang, Y., Li, X., Sun, C., et al. (2021). Innovated water shutoff technology in offshore carbonate reservoir. SPE-204593-MS. In: SPE Middle East Oil & Gas Show and Conference.
  23. Suleimanov, B. A., Rzayeva, S. C., Akhmedova, U. T. (2021). Self-gasified biosystems for enhanced oil recovery. International Journal of Modern Physics B, 35(27), 2150274.
  24. Ibrahimov, Kh. M., Tapdiqov, Sh. Z., Hajiyev, A. A., et al. (2025). Study of a thermoactive gel forming system based on biopolymer for water shut-off treatment. SOCAR Proceedings, SI1, 1–9.
  25. Abdullayev, V. D., Veliyev, R. G., Ryabov, S. S., et al. (2023). Application of gel systems for water shut-off on Uzbekistan oil fields. SOCAR Proceedings, 1, 68–73.
  26. Suleimanov, B. A., Qurbanov, A. G., Tapdigov, A. G. (2022). Isolation of water inflow into the well with a thermosetting gel-forming. SOCAR Proceedings, 4, 21–26.
  27. Telin, A., Yakubov, R., Pavlik, A., et al. (2025). Development of polymer–gel fibrous composites for water shutoff. Polymers, 17(11), 1541.
  28. Magadova, L., Silin, M., Gubanov, V., Aksenova, S. (2024). Surfactant–polymer composition for selective water shut-off in production wells. Gels, 10(2), 117.
  29. Nassibullin, B., Gussenov, I., Tileuberdi, N., et al. (2024). Sodium-silicate gels for water shut-off in oil reservoirs. Neft i Gaz, 138(6), 101–110.
  30. Hashemi, J., Hormozi, F., Mokhtari, R. (2023). Controlling the gelation time of sodium silicate gelants for fluid management in hydrocarbon reservoirs. Fuel, 341, 127645.
  31. Abdeli, D. Zh., Daigle, H., Yskak, A. S., et al. (2021). Increasing the efficiency of water shut-off in oil wells using sodium silicate. Naukovyi Visnyk Natsionalnoho Hirnychoho Universytetu, 1, 26–31.
  32. Ahmetkaliev, R. B., Zhangissina, G. D., Nasibullin, B. M., Bahtigereev, A. R. (2018). Isolation of water inflow to production wells. Transactions on Networks and Communications, 6(1), 25-28.
  33. Kazimov, F. K. (2015). Experimental study of hydrophobization technology for limiting water inflow. Eco-Energy Scientific-Technical Journal, 3, 31–37.
  34. Ibrahimov, Kh. M., Kyazimov, F. K., Shafiev, T. K. (2017). Technology of increasing well productivity and limiting water inflow using hydrophobizing composition. Construction of Oil and Gas Wells on Land and Sea, 7, 52–56.
  35. Siqveland, L. M., Skjæveland, S. M. (2021). Derivations of the Young–Laplace equation. Capillarity, 4(2), 23–30.
  36. Washburn, E. W. (1921). The dynamics of capillary flow. Physical Review, 17(3), 273–283.
  37. Yiotis, A., Karadimitriou, N. K., Zarikos, I., Steeb, H. (2021). Pore-scale effects during transition from capillary to viscous flow in porous media. Scientific Reports, 11(1), 3891.
  38. Zahran, H. A. (2024). From fat to foam: The fascinating world of soap chemistry and technology. Egyptian Journal of Chemistry, 67(6), 9–17.
  39. Dumont, M. J., Narine, S. S. (2007). Soapstock and deodorizer distillates from vegetable oils: review. Food Research International, 8, 957–974.
  40. Schmitt, V., Garti, N. (1998). Phase behavior of stearate soap systems. Langmuir, 14(13), 3529–3536.
  41. Gunstone, F. D. (1996). Fatty acid and lipid chemistry. Springer.
  42. Gunstone, F. D. (2004). Fatty acids: structure and function. Lipids, 39(8), 763–770.
  43. Danat, B. T., Wuana, R. A., Chahul, H. F., Iorungwa, M. S. (2026). Review of adsorption isotherm models. Applied Water Science, 16, 72.
  44. Alafnan, S., Awotunde, A., Glatz, G., et al. (2021). Langmuir adsorption isotherm in unconventional resources. Journal of Petroleum Science and Engineering, 207, 109172.
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DOI: 10.5510/OGP2026SI101177

E-mail: fazilkazimov2012@gmail.com


A. N. Gurbanov*, I. Z. Sardarova

Azerbaijan State Oil and Industry University, Baku, Azerbaijan

Study of the technological operating mode of equipment used in oil and gas production


Eliminating the technological difficulties encountered in the extraction, collection and transportation of gases through pipelines is one of the most urgent issues . The fact that the pressure of the gas in the pipelines remains practically stable, but the temperature changes intensively, creates technological difficulties in the system. In order to overcome these technological difficulties in the gas transportation system, the gas must be conditioned to meet required quality specifications to separate the liquid phase from gas streams, restore the steady operation of pipelines, and increase productivity. Taking these into account, the technological operating mode of the compressor station and individual units of gas-preparation facilities for transportation were studied. For this, in the process of drying gases, glycols are widely used. In order to increase the efficiency of gas preparation technology for transportation, absorbent polypropylene glycol, which has better properties than traditional inhibitors and is used in the process of gas drying, was prepared on the basis of local chemical products, using this inhibitor polypropylene glycol and this allows to obtain higher results. The technological mode of operation of individual units of gas-preparation facilities for transportation has been studied. Innovations were made to the technological scheme of the gas drying unit and an increase in efficiency was achieved. The absorbent is passed through mechanical and carbon filters to be cleaned of impurities and is fed to the regeneration unit through the pump. At the same time, the regeneration of this inhibitor takes place at a low temperature, i.e. 150–160 °C, which is economically profitable and used in production.

Keywords: gas; compressor; transport; equipment; thermobaric conditions; absorbent; moisture; separator.

Date submitted: 03.02.2026     Date accepted: 01.05.2026     Date published: 25.05.2026

Eliminating the technological difficulties encountered in the extraction, collection and transportation of gases through pipelines is one of the most urgent issues . The fact that the pressure of the gas in the pipelines remains practically stable, but the temperature changes intensively, creates technological difficulties in the system. In order to overcome these technological difficulties in the gas transportation system, the gas must be conditioned to meet required quality specifications to separate the liquid phase from gas streams, restore the steady operation of pipelines, and increase productivity. Taking these into account, the technological operating mode of the compressor station and individual units of gas-preparation facilities for transportation were studied. For this, in the process of drying gases, glycols are widely used. In order to increase the efficiency of gas preparation technology for transportation, absorbent polypropylene glycol, which has better properties than traditional inhibitors and is used in the process of gas drying, was prepared on the basis of local chemical products, using this inhibitor polypropylene glycol and this allows to obtain higher results. The technological mode of operation of individual units of gas-preparation facilities for transportation has been studied. Innovations were made to the technological scheme of the gas drying unit and an increase in efficiency was achieved. The absorbent is passed through mechanical and carbon filters to be cleaned of impurities and is fed to the regeneration unit through the pump. At the same time, the regeneration of this inhibitor takes place at a low temperature, i.e. 150–160 °C, which is economically profitable and used in production.

Keywords: gas; compressor; transport; equipment; thermobaric conditions; absorbent; moisture; separator.

Date submitted: 03.02.2026     Date accepted: 01.05.2026     Date published: 25.05.2026

References

  1. Ismaylov, G. G., Nurullayev, V. H., Musaev, S. F., Iskenderov, E. X. (2016). The prediction of water cutting and density of oilwatercondensat mixes. International journal of Engineering Sciences & Research Technology, 5(8), 768-775.
  2. Gurbanov, G. R., Gasimzade, A. V. (2024). Enhancing demulsification efficiency and corrosion protection in oil industry: a study of novel compositions. Voprosy Khimii i Khimicheskoi Tekhnologii, 2, 18-25.
  3. Latypov, I. D., Makatrov, A. K., Fedorov, A. E., et al. (2024). Study of hydraulic fracturing fluid filtration in core samples. Generalization of Carter's model. SOCAR Proceedings, 3, 74-81.
  4. Bekirov, T. M., Shatalov, A. T. (2011). Collection and preparation for transportation of natural gases. Moscow: Nedra.
  5. Mustafaev, A. R., Sultanov, N. N., Abdullaev, E. A. (2012). Entering and removing the liquid phase of gas pipeline system. Azerbaijan Oil Industry, 10, 34-38.
  6. Gurbanov, A. N. (2011). Improving the technology of collecting and transporting nizkona the locking gas between deepwater offshore platforms. Petroleum Engineering, 12, 39-42.
  7. Kurbanov, M. M. (2014). On the possibility of using composite materials in offshore oilfield hydraulic structures. Territory Neftegaz, 1, 23-27.
  8. Gurbanov, A. N. (2022). Phase transformations that occur in pipelines during the transportation of gas from the Guneshli and Chirag fields to the shore. In: COIA-2022. The 8th International Conference on Control and Optimization with Industrial Applications, 24-26 August, Vol. II, Baku, Azerbaijan.
  9. Gurbanov, A., Sardarova, I., Damirova, J. (2021) Analysis of gas preparation processes for improvement of gas transportation technology. EUREKA: Physics and Engineering, 6, 48-56.
  10. Gurbanov, A. N., Aliyev, J. R. (2025). The influence of polymer-based additives on asphaltene-resin-paraffin deposits of highly paraffin oils. SOCAR Proceedings, 4, 106-110.
  11. Gurbanov, A. N., Sardarova, I. Z. (2022). Increasing the efficiency of microbiological protection of underground facil ities. SOCAR Proceedings, 2, 89–93.
  12. Suleimanov, B. A., Abbasov, H. F., Ismailov, Sh. Z. (2024). A comprehensive review on sand control in oil and gas wells Part I. Mechanical techniques. SOCAR Proceedings, 3, 9-23.
  13. Matiev, K. I., Samedov, A. M., Akhmedov, F. M. (2021). Development of pour point depressants for crude oil and study of their properties. SOCAR Proceedings, 1, 90–96.
  14. Gurbanov, G. R., Gasimzade, A. V. (2024). The effect of oil-water interfacial tension on the stability of oil emulsions. Nafta-Gaz, 3, 179–185.
  15. Khurmamatov, A. M., Auesbaev, A. U. (2023). Analysis of the operating mode of the existing desorber and its modernization using additional contact devices. Nafta-Gaz, 79(6), 412-419.
  16. Nurmamedova, R. G., Ismailova, F. B. (2015). Analysis of the functioning of the system for collecting and transporting
    gas-condensate mixtures of wells and offshore pipelines. Journal Pipeline Transport Theory and Practice, 2(48), 22-27.
  17. Taheri, Z., Shabani, M. R., Nazari, K., Mehdizaheh, A. (2014). Natural gas transportation and storage by hydrate technology: Iran case study. Journal of Natural Gas Science and Engineering, 21, 846–849.
  18. Askari, M., Aliofkhazraei, M., Jafari, R., et al. (2021). Downhole corrosion inhibitors for oil and gas production – a review. Applied Surface Science Advances, 6, 100128.
  19. Safarova, A. A., Melikov, E. A., Magerramova, T. M. Optimal control of the alkylation process reactors. Operational Research in Engineering Sciences: Theory and Applications (ORESTA), 6(1), 312-321.
  20. Melikov, E. A., Maharramova, T. M., Safarova, A. A. (2024). Control problem for a vacuum technological complex. Eurasian Physical Technical Journal, 21, 4(50), 71-78.
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DOI: 10.5510/OGP2026SI101180

E-mail: qabdulaga@mail.ru


N. N. Khalilov1, M. E. Alsafarova1, X. I. Hasanov2,3

1«OilGasScientificResearchProject» Institute, SOCAR, Baku, Azerbaijan; 2Azerbaijan Medical University Scientific Research Center, Baku, Azerbaijan; 3West Caspian University, Baku, Azerbaijan

Comparative analysis of newly proposed and existing reagents for the prevention of salt deposition in oil production


The physicochemical processes taking place in produced waters during oil and gas field operations are key factors that directly impact hydrocarbon production. The formation of salt sediments is of particular importance among these processes. Changes in temperature, pressure, salinity and ionic composition of produced waters lead to the precipitation of calcium, magnesium, barium and other ions in various sulphate and carbonate forms, forming poorly soluble compounds. These sediments accumulate in operating equipment, wellbores, tubing and collector array, leading to reduced production rate, equipment failure and increased operating expenses (OPEX). To prevent these problems, the chemical composition of the produced waters is continuously monitored during operation, the water compatibility is checked before injection, and special scale inhibitors are applied. Scale inhibitors are chemicals applied to prevent or slow the formation of hard-to-dissolve scale deposits in produced waters and process systems during the exploitation of oil and gas fields. Nowadays, it is possible to predict deposition risk in advance using thermodynamic modelling methods, which facilitates the making of more efficient decisions from both technical and economic perspectives. Thus, the correct assessment of the physicochemical processes occurring in wellbore fluids is one of the key conditions for the long-term and safe operation of oil and gas fields. For comparative evaluation in laboratory experiments, we used inhibitors developed by us under the conditional names “BR-2”, “KBRSAM-2”, “NKBR-14”, as well as foreign-made inhibitors “Inkredol” and “PAF-13”. Сonducted studies have shown that the inhibitor NKBR-14 has a higher protective properties than the other inhibitors. 40-50 mg/l inhibitor consumption showed a high protective effect against the precipitation of calcium and magnesium sulphate salts. 

Keywords: oil production; salt sediments; produced water; salt precipitation inhibitor; nanocomposition; protective effect; potassium sulphate; magnesium sulphate.

Date submitted: 08.11.2025    Date accepted: 05.02.2026     Date published: 25.05.2026

The physicochemical processes taking place in produced waters during oil and gas field operations are key factors that directly impact hydrocarbon production. The formation of salt sediments is of particular importance among these processes. Changes in temperature, pressure, salinity and ionic composition of produced waters lead to the precipitation of calcium, magnesium, barium and other ions in various sulphate and carbonate forms, forming poorly soluble compounds. These sediments accumulate in operating equipment, wellbores, tubing and collector array, leading to reduced production rate, equipment failure and increased operating expenses (OPEX). To prevent these problems, the chemical composition of the produced waters is continuously monitored during operation, the water compatibility is checked before injection, and special scale inhibitors are applied. Scale inhibitors are chemicals applied to prevent or slow the formation of hard-to-dissolve scale deposits in produced waters and process systems during the exploitation of oil and gas fields. Nowadays, it is possible to predict deposition risk in advance using thermodynamic modelling methods, which facilitates the making of more efficient decisions from both technical and economic perspectives. Thus, the correct assessment of the physicochemical processes occurring in wellbore fluids is one of the key conditions for the long-term and safe operation of oil and gas fields. For comparative evaluation in laboratory experiments, we used inhibitors developed by us under the conditional names “BR-2”, “KBRSAM-2”, “NKBR-14”, as well as foreign-made inhibitors “Inkredol” and “PAF-13”. Сonducted studies have shown that the inhibitor NKBR-14 has a higher protective properties than the other inhibitors. 40-50 mg/l inhibitor consumption showed a high protective effect against the precipitation of calcium and magnesium sulphate salts. 

Keywords: oil production; salt sediments; produced water; salt precipitation inhibitor; nanocomposition; protective effect; potassium sulphate; magnesium sulphate.

Date submitted: 08.11.2025    Date accepted: 05.02.2026     Date published: 25.05.2026

References

  1. Suleimanov, B. А., Agha-zadeh, А. D., Samedov, А. М., et al. (2019). Reagents for deep desalination of oil. Oilfield Engineering, 3, 52-55.
  2. Khalilov, N. N. (2021). Application of nanotechnology to prevent corrosion in the oil refining process. Ekoenergetika, 2, 15-19.
  3. Аbbasov, V. М., Маmedbeyli, E. H., Aghamaliyeva, D. B., et al. (2018). Synthesis of imidazoline derivatives based on synthetic petroleum acids and their effect on microbiological corrosion. Practice of Anti-Corrosion Protection, 1, 17-23. 
  4. Elasheva, O. M., Smirnova, L. N. (2016). Effect of the corrosion inhibitor Soncor on salt precipitation in formation waters of the Yuzhno-Neprikovskoye field. Eurasian Union of Scientists, 3, 80-83.
  5. Matiev, K. I., Agha-zadeh, A. D., Alsafarova, M. E., Akhmedov, F. M. (2018). Pour point depressant additive for high-freezing paraffin oils. SOCAR Proceedings, 3, 32-37.
  6. Amjad, Z., Landgraf, R. T., Penn, J. L. (2014). Calcium sulfate dihydrate (gypsum) scale inhibition by PAA, PAPEMP, and PAA/PAPEMP blend. International Journal of Corrosion and Scale Inhibition, 1, 35–47.
  7. Matiev, K. I., Agha-zadeh, A. D., Alsafarova, M. E., Akberova, A. F. (2018). Selection of an effective demulsifier for breaking water-oil emulsions and studies to determine compatibility with the base demulsifier. SOCAR Proceedings, 1, 75-82.
  8. Boak, L. S., Sorbie, K. S. (2010). New developments on the analysis of scale ınhibitors. SPE-130401-MS. In: SPE International Conference on Oilfield Scale, Aberdeen, UK.
  9. Chen, T., Chen, P., Montgomerie, H., et al. (2013). Scale squeeze treatments in short perforation and high water production ESP wells — application of oilfield scale management toolbox. IPTC-16844-MS. In: International Petroleum Technology Conference, Beijing, China, 26–28 March.
  10. Chunfang, F., Chunfang, F., Amy, T. K., et al. (2012). Scale prediction and inhibition for oil and gas production at high temperature/high pressure. SPE Journal, 17(02), 379-392.
  11. Moghadasi, J., Jamialahmadi, M., Müller-Steinhagen, H., et al. (2003). Scale formation in oil reservoir and production equipment during water injection kinetics of CaSO4 and CaCO3 crystal growth and effect on formation damage. In: SPE European Formation Damage Conference, Hague, Netherlands, 13-14 May.
  12. Santos, T. N., Yokoyama, L., Lage, G. G. (2017). Evaluation of scale inhibitors to prevent calcium sulfate in sulfate removal units. American Journal of Engineering Research, 6(12), 252-261.
  13. Mavredaki, E., Neville, A. (2014). Prediction and evaluation of calcium carbonate deposition at surfaces. In: SPE International Oilfield Scale Conference and Exhibition, Aberdeen, Scotland, 14–15 May.
  14. Bezerra, M. C. M., Rosario, F. F., Rosa, K. R. S. A. (2013). Scale management in deep and ultradeep water fields. In: Offshore Technology Conference OTC, Brasil, Rio de Janeiro, 29–31 October.
  15. Shakhbazov, E. G., Gasanov, Kh. I., Khalilov, N. N. (2022). Nano-containing scale inhibitors based on ethanol ammonium phosphates. SOCAR Proceedings, 2, 67-72.
  16. Hasanov, Kh. I., Khalilov, N. N. (2023). Scale inhibitors based on tetramethylethylenediamine phosphates and nanoparticles. In: Proceedings of the VII International Scientific and Practical Conference “Bulatov Readings”, Krasnodar, Russia, March 31.
  17. Hasanov, Kh. I., Khalilov, N. N. (2024). Development of novel quaternary amine formulations for scale inhibition. Processes of Petrochemistry and Oil Refining, 25(4), 1160-1165.
  18. Ismailov, F. S., Hasanov, Kh. I., Khalilov, N. N., Ajalova, G. I. (2019). Complex treatment of oil with a composition on the basis of a non-homogeneous detergents. In: 1. Akdeniz uluslarası Multidisipliner Çalışmalar Kongresi, Mersin, Turkey, 1-3 March.
  19. Ghorbani, N., Wilson, M. C., Kapur N., et al. (2017). Adsorption of polyphosphinocarboxylic acid (PPCA) scale inhibitor on carbon nanotubes (CNTs): A prospective method for enhanced oilfield scale prevention. Journal of Petroleum
    Science and Engineering, 150, 305-311.
  20. He, J. Arensman, D., Nasr-El-Din, H. E. (2013). Effectiveness of calcium sulfate scale inhibitors in spent hydrochloric acid/seawater system. Journal of Petroleum & Environmental Biotechnology, 4(5), 1000159.
  21. Khormali, A., Petrakov, D., Shcherbakov, G. (2014). Experimental study of scale inhibitors for prevention of calcium carbonate deposition in synthetic formation water. International Journal of Material Science Innovations, 2, 18-28.
  22. Esmaeili, A. (2009). Applications of nanotechnology in oil and gas industry. In: Proceedings of the 2nd International Conference on Methods and Models in Science and Technology, Jaipur, India, 19-20 November.
  23. Fakoya, M. F., Shah, S. N. (2017). Emergence of nanotechnology in the oil and gas industry. Emphasis on the application of silica nanoparticles. Petroleum, 3(4), 391-405.
  24. Nabhani, N., Emami, M., Taghavi, M. (2011). Application of nanotechnology and nanomaterials in oil and gas industry. AIP Conference Proceedings, 1415, 128-131.
  25. Khalil, M., Jan, B. M., Tong, C. W., et al. (2017). Advanced nanomaterials in oil and gas industry: Design, application and challenges. Applied Energy, 191, 287-310.
  26. Khormali, A., Petrakov D. (2014). Scale Inhibition and its effects on the demulsification and corrosion inhibition. International Journal of Petroleum and Geoscience Engineering, 2, 22-33.
  27. Abdelrahman, I. E., Salem, A. M. (2013). Applications of nanotechnology in the oil & gas industry. In: Latest Trends Worldwide & Future Challenges in Egypt North Africa Technical Conference and Exhibition, Cairo, Egypt, 15-17 April.
  28. Нuseynova, N. I., Safarov, N. M., Safarova, G. N. (2023). Hydrodynamic simulation of the current state of liquid filtration under water emulsion impact on оil layer. SOCAR Proceedings, SI1, 87-95.
  29. Mammadov, M. A., Yadigarov, T. A., Safarova, G. N., et al. (2024). An economic and mathematical modeling for risk assessment of innovative activities an enterprise in oil and gas industry. SOCAR Proseedings, 4, 139-146.
  30. Safarova, G. N. (2025). Assessment of synergistic effects in oil and gas industry enterprises through the application of economic and mathematical methods. SOCAR Proceedings, 3, 137-147.
  31. Safarov, N. M. (2022). Development of an innovative method for increasing oil recovery from clayey formations. Engineering Physics Journal, 95(4), 1074–1081.
  32. Safarov, N. М., Ismayilova, F. B., Hajizade, S. G. (2022). Development of the diagnostic method for determination of density of «water-oil-sand» type mixtures. SOCAR Proseedings, 2, 73-77 .
  33. Safarov, N. М. (2022). Development an innovative method for increasing oil recovery of clay layers. Journal of Engineering Physics and Thermophysics, 95, 1056-1062.
Read more Read less

DOI: 10.5510/OGP2026SI101182

E-mail: matanat.alsafarova@socar.az


V. J. Abdullayev1, M. E. Alsafarova1, F. F. Veliyev1, Kh. I. Hasanov2,3, J. G. Alıshova1

1«OilGasScientificResearchProject» Institute, SOCAR, Baku, Azerbaijan; 2Scientific Research Center of Azerbaijan Medical University, Baku, Azerbaijan; 3Western Caspian University, Baku, Azerbaijan

Development of a new reagent against asphaltene–resin–paraffin deposits


High-molecular-weight asphaltene, resin, and paraffin (ARP) compounds present in produced crude oil tend to deposit on the surfaces of tubing strings, flowlines, sucker rods, and other production equipment as a result of temperature changes. Sand particles suspended in the oil, mechanical impurities, and inorganic salt crystals act as crystallization nuclei, further accelerating the deposition rate of asphaltene-resin-paraffin deposits (ARPD). The formation of these deposits reduces well productivity, leads to equipment failures, increases additional energy and material consumption, and decreases the mean time between repairs (MTBR). Several methods exist to mitigate these issues. Among the known approaches, the chemical method is the most advanced. It is considered one of the most efficient and promising approaches for controlling paraffin deposition in pipelines and wells. This method is characterized by high efficiency, relatively simple operational technology, and long-term effectiveness. To address the aforementioned problems, this study presents the laboratory test results of a newly developed reagent, NDP-22M-2, applied to several crude oil samples for the mitigation of ARPD, along with an explanation of its mechanism of action and determination of its optimal dosage. The mechanism of action of NDP-22M-2 is based on the formation of a polar layer on the surface as it renders the internal surface of equipment hydrophilic through wetting. Its operating principle relies on continuous dosing into the oil stream, which alters the surface properties of paraffinic crude oil and slows down the crystallization of solid phases. As a result, paraffin deposition is prevented, and the freezing point of the crude oil is significantly reduced.

Keywords: asphaltene–resın–paraffın deposıt; reagent; near-wellbore zone; viscosity.

Date submitted: 13.02.2025     Date accepted: 22.05.2026     Date published: 26.05.2026

High-molecular-weight asphaltene, resin, and paraffin (ARP) compounds present in produced crude oil tend to deposit on the surfaces of tubing strings, flowlines, sucker rods, and other production equipment as a result of temperature changes. Sand particles suspended in the oil, mechanical impurities, and inorganic salt crystals act as crystallization nuclei, further accelerating the deposition rate of asphaltene-resin-paraffin deposits (ARPD). The formation of these deposits reduces well productivity, leads to equipment failures, increases additional energy and material consumption, and decreases the mean time between repairs (MTBR). Several methods exist to mitigate these issues. Among the known approaches, the chemical method is the most advanced. It is considered one of the most efficient and promising approaches for controlling paraffin deposition in pipelines and wells. This method is characterized by high efficiency, relatively simple operational technology, and long-term effectiveness. To address the aforementioned problems, this study presents the laboratory test results of a newly developed reagent, NDP-22M-2, applied to several crude oil samples for the mitigation of ARPD, along with an explanation of its mechanism of action and determination of its optimal dosage. The mechanism of action of NDP-22M-2 is based on the formation of a polar layer on the surface as it renders the internal surface of equipment hydrophilic through wetting. Its operating principle relies on continuous dosing into the oil stream, which alters the surface properties of paraffinic crude oil and slows down the crystallization of solid phases. As a result, paraffin deposition is prevented, and the freezing point of the crude oil is significantly reduced.

Keywords: asphaltene–resın–paraffın deposıt; reagent; near-wellbore zone; viscosity.

Date submitted: 13.02.2025     Date accepted: 22.05.2026     Date published: 26.05.2026

References

  1. Shakhbazov, E. G., Gasanov, Kh. I., Khalilov, N. N. (2022). Nanoscale salt deposition inhibitors based on ethanolammonium phosphates. SOCAR Proceedings, 2, 67–72.
  2. Gasanov, Kh. I., Khalilov, N. N. (2020). Salt deposition inhibitors based on ethylenediamine phosphates and hydrochloric acid. In: IV International Scientific-Practical Conference “Bulatov Readings”, Krasnodar, March 31, Vol.2.
  3. Khalilov, N. N. (2021). Application of nanotechnology to prevent corrosion in the oil refining process. Ekoenergetika Journal, 2, 15–19.
  4. Gasanov, Kh. I., Khalilov, N. N. (2019). New salt deposition inhibitors based on organic amine-containing compounds. In: III International Scientific-Practical Conference “Bulatov Readings”, Krasnodar, March 31, Vol.2.
  5. Hasanov, Kh. I., Khalilov, N. N. (2022). Development and study of an inhibitor to prevent inorganic salt deposition. Chemical Problems, 2(20), 175–182.
  6. Metiyev, K. I., Samadov, A. M., Alsafarova, M. E., et al. (2024). Prevention of asphaltene–resin–paraffin deposits in the process of oil transportation. SOCAR Proceedings, 2, 101–105.
  7. Matiyev, K. I., Agazade, A. D., Alsafarova, M. E., Akhmedov, F. M. (2018). Pour-point depressant for high pourpoint paraffinic oils. SOCAR Proceedings, 3, 32–37.
  8. Metiyev, K. I., Alsafarova, M. E., Emel, N. I. (2023). Methods for combating asphaltene–resin–paraffin deposits in the oil industry. Scientific Petroleum, 2, 35–40.
  9. Alsafarova, M. E., Samadov, A. M., Matiyev, K. I., Ganbarova, J. G. (2024). Development of a new reagent for the prevention of asphaltene–resin–paraffin deposits. Scientific Petroleum, 1, 50–53.
  10. Matiyev, K. I., Agazade, A. D., Alsafarova, M. E., Akhmedov, F. M. (2019). Depressant additive for highly waxy paraffinic oils. In: The International Scientific-Practical Conference “Condition and Prospects of Mature Field Operation”, Aktau, Vol.2.
  11. Huseynova, N. I., Safarov, N. M., Safarova, G. N. (2023). Hydrodynamic simulation of the current state of liquid filtration under water emulsion impact on oil layer. SOCAR Proceedings, SI1, 87–95.
  12. Suleimanov, B. A., Rzayeva, S. C., Akberova, A. F., Akhmedova, U. T. (2022). Self-foamed biosystem for deep reservoir conformance control. Petroleum Science and Technology, 40(20), 2450-2467.
  13. Khalilov, N. N. (2020). Ethylenediamine phosphate containing scale inhibitors. In: International Conference on Actual Problems of Chemical Engineering, APCE-2020, Baku, Azerbaijan, December 24-25.
  14. Shakhbazov, E. G., Khalilov, N. N. (2022). Influence of the effect of "small concentration and excitation" in the process of oil refining. Scientific Israel – Technological Advantages, 24(4), 32-35.
  15. Safarov, N. M. (2022). Development of an innovative method for increasing oil recovery of clay layers. Journal of Engineering Physics and Thermophysics, 95, 1056–1062.
  16. Mitroshin, A. V. (2021). Determination of the minimum measures in the well to prevent the formation of asphalt–resin–paraffin deposits. Perm Journal of Petroleum and Mining Engineering, 21(2), 94–100.
  17. Suleimanov, B. A., Rzayeva, S. C., Akhmedova, U. T. (2021). Self-gasified biosystems for enhanced oil recovery. International Journal of Modern Physics B, 35(27), 2150274.
  18. Rustamov, R. I., Akhundov, Sh. Kh., Khalilov, N. N. (2010). Geothermal conditions of the gabyrra-ajinour depression. SOCAR Proceedıngs, 3, 6–9.
  19. Valiev, D. Z., Kemalov, R. A., Kemalov, A. F. (2019). Regulating temperature of oil saturation with paraffins to avoid asphaltene, resin and paraffin substances deposition during oil production. IOP Conference Series: Earth and Environmental Science, 282, 012023.
  20. Seredyuk, V., Psyuk, M. (2009). The method for increasing the efficiency of asfalt-resin-paraffin deposits inhibitors. Wiertnictwo Nafta Gaz, 26(1-2), 313-317.
  21. Abdullayev, V. C., Hamidov, N. N., Abbasov, Z. H. (2005). Yerli reagentler esasinda kopok yaradan yeni terkibin hazırlanması. Baku: Denizneftqazlayihe DETLI.
  22. Korobov, G. Y., Vorontsov, A. A. (2023). Monitoring the conditions for the formation of gas hydrates and asphaltresin-paraffin deposits during mechanized oil production. Georesources Engineering, 334(10), 61-75.
  23. Kuzenbayev, A. (2022). Analysıs of methods for combatıng asphalt-resın-paraffın deposıts ın the fıelds of Western Kazakhstan. The Scientific Heritage, 103, 85-86.
  24. Wang, X., Gurbanov, H., Adygezalova, M., Alizade, E. (2024). Investigation of removing asphaltene-resin-paraffin deposits by chemical method for azerbaijan high-paraffin oil production process. Energies, 17, 3622.
  25. Tanirbergenova, S., Ongarbayev, Y., Tileuberdi, et al. (2022). Selection of solvents for the removal of asphaltene–resin– paraffin deposits. Processes, 10, 1262.
  26. Rahham, Y., Rane, K., Goual, L. (2020). Characterization of the ınterfacial material in asphaltenes responsible for oil/water emulsion stability. Energy & Fuels, 34(141), 13871-13882.
  27. Mohammadi, A. H., Richon, D. (2008). The scott-magat polymer theory for determining onset of precipitation of dissolved asphaltene in the solvent + precipitant solution. Open Thermodynamics Journal, 2, 13-16.
  28. Ilyin, S., Arinina, M., Polyakova, M., et al. (2016). Asphaltenes in heavy crude oil: designation, precipitation, solutions, and effects on viscosity. Journal of Petroleum Science and Engineering, 147, 211-217.
  29. Nurgalieva, K. Sh., Saychenko, L. A., Riazi, M. (2021). Improving the efficiency of oil and gas wells complicated by the formation of asphalt–resin–paraffin deposits. Energies, 14, 6673.
  30. Martyushev, D. A. (). Modeling and prediction of asphaltene-resin-paraffinic substances deposits in oil production wells. Georesources, 22(4), 86–92.
  31. Mammadov, M. A., Yadigarov, T. A., Safarova, G. N., et al. (2024). Economic and mathematical modeling for risk assessment of innovative activities in an oil and gas enterprise. SOCAR Proceedings, 4, 139–146.
  32. Abdullayev, V. C., Abbasov, Z. H. (2004). Investigation of the effect of the “Kompozit 2” reagent on the rheological properties of high-viscosity (paraffinic) crude oils. Baku: Denizneftqazlayihe DETLI.
  33. Abdullayev, V. C., Abbasov, Z. H. (2005). Investigation of the effect of the new “Kompozit 2” reagent on the rheological properties of paraffinic crude oils. Baku: Denizneftqazlayihe DETLI.
  34. Abdullayev, V. C., Aliyeva, A. I. (2003). Study of the degree of deposition of high-paraffin crude oils at different temperatures. Baku: Denizneftqazlayihe DETLI.
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DOI: 10.5510/OGP2026SI101184

E-mail: matanat.alsafarova@socar.az


R. B. Alekperov1, T. T. Sufanzade2

1Odlar Yurdu University, Baku, Azerbaijan; 2Azerbaijan State Oil and Industry University, Baku, Azerbaijan

Reliability-aware and explainable anomaly detection in gas consumption monitoring using Z-numbers


Gas distribution companies face a practical problem that many anomaly detection methods do not fully address: detecting an abnormal reading is not enough if the reliability of the result is unclear. A sharp change in consumption may be related to a technical fault, an unusual consumption event, a metering problem, or a normal seasonal fluctuation. In such cases, the same statistical alert may require very different operational responses. This paper proposes a two-level anomaly detection framework based on Z-numbers, where each uncertain assessment is considered together with its reliability component. At the first level, lightweight methods, including Z-score filtering, moving average deviation, Isolation Forest, and PCA-based clustering, are applied to large-scale gas consumption time-series data to identify candidate anomalies. At the second level, each candidate is represented as a Z-number consisting of two components: a fuzzy linguistic assessment that describes the degree of abnormality, and a reliability measure that reflects confidence in that assessment based on data stability and methodological consistency. The output of the system is not limited to a binary anomaly label. Instead, observations are assigned to five risk classes, ranging from normal to absolutely anomalous, while the reliability component is presented together with each classification. The proposed system is implemented as a modular Python-based application supported by PostgreSQL and an operator-facing dashboard that presents risk distributions, detection results by method, and individual consumption profiles. The study shows that including reliability as part of anomaly assessment makes the output easier to interpret and more useful for operational decision-making in gas consumption monitoring. 

Keywords: gas consumption; anomaly detection; uncertainty; Z-numbers; soft computing; explainable analytics.

Date submitted: 02.02.2026     Date accepted: 05.05.2026     Date published: 21.05.2026

Gas distribution companies face a practical problem that many anomaly detection methods do not fully address: detecting an abnormal reading is not enough if the reliability of the result is unclear. A sharp change in consumption may be related to a technical fault, an unusual consumption event, a metering problem, or a normal seasonal fluctuation. In such cases, the same statistical alert may require very different operational responses. This paper proposes a two-level anomaly detection framework based on Z-numbers, where each uncertain assessment is considered together with its reliability component. At the first level, lightweight methods, including Z-score filtering, moving average deviation, Isolation Forest, and PCA-based clustering, are applied to large-scale gas consumption time-series data to identify candidate anomalies. At the second level, each candidate is represented as a Z-number consisting of two components: a fuzzy linguistic assessment that describes the degree of abnormality, and a reliability measure that reflects confidence in that assessment based on data stability and methodological consistency. The output of the system is not limited to a binary anomaly label. Instead, observations are assigned to five risk classes, ranging from normal to absolutely anomalous, while the reliability component is presented together with each classification. The proposed system is implemented as a modular Python-based application supported by PostgreSQL and an operator-facing dashboard that presents risk distributions, detection results by method, and individual consumption profiles. The study shows that including reliability as part of anomaly assessment makes the output easier to interpret and more useful for operational decision-making in gas consumption monitoring. 

Keywords: gas consumption; anomaly detection; uncertainty; Z-numbers; soft computing; explainable analytics.

Date submitted: 02.02.2026     Date accepted: 05.05.2026     Date published: 21.05.2026

References

  1. Chandola, V., Banerjee, A., Kumar, V. (2009). Anomaly detection: A survey. ACM Computing Surveys, 41(3), 1–58.
  2. Aggarwal, C. C. (2017). Outlier analysis (2nd ed.). Cham: Springer.
  3. Brockwell, P. J., Davis, R. A. (2016). Introduction to time series and forecasting (3rd ed.). New York: Springer.
  4. Liu, F. T., Ting, K. M., Zhou, Z.-H. (2008). Isolation forest. In: 2008 Eighth IEEE International Conference on Data Mining, Pisa, Italy.
  5. Zhou, C., Paffenroth, R. C. (2017). Anomaly detection with robust deep autoencoders. In: Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2017), Halifax, NS, Canada, August 13–17.
  6. Malhotra, P., Vig, L., Shroff, G., Agarwal, P. (2015). Long short term memory networks for anomaly detection in time series. In: Proceedings of the European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2015), Bruges, Belgium.
  7. Reshadi, M. (2021). Anomaly detection using deep learning. Master’s Thesis. Edmonton, Canada: University of Alberta.
  8. Zadeh, L. A. (2011). A note on Z-numbers. Information Sciences, 181(14), 2923–2932.
  9. Aliev, R. A., Huseynov, O. H., Aliyev, R. R., Alizadeh, A. V. (2015). The arithmetic of Z-numbers: Theory and applications. Singapore: World Scientific Publishing.
  10. Alekperov, R., Salahli, V., Imamguluyev, R. (2025). Decision making under uncertainty: A Z-number-based regret principle. Mathematics, 13, 3579.
  11. Balashirin, A. R. (2023). The use of Z-numbers to assess the level of motivation of employees, taking into account non-formalized motivational factors. In: C. Kahraman, I. U. Sari, B. Oztaysi, et al. (Eds.). Intelligent and fuzzy systems (INFUS 2023). Lecture notes in networks and systems (Vol. 758). Cham: Springer.
  12. Oglu, A. R. B., Oglu, S. V. M. (2021). Estimation of potential locations of trade objects on the basis of fuzzy set theory. In: C. Kahraman, S. Cevik Onar, B. Oztaysi, et al. (Eds.). Intelligent and fuzzy techniques: Smart and innovative solutions (INFUS 2020). Advances in intelligent systems and computing (Vol. 1197). Cham: Springer.
  13. Alekperov, R. B. (2021). Solution of a multi-criteria problem of choosing the location of retail outlet using Z-numbers. IOSR Journal of Computer Engineering, 23(4), 43–47.
  14. Kang, B., Wei, D., Li, Y., Deng, Y. (2012). A method of converting Z-number to classical fuzzy number. Journal of Information & Computational Science, 9(3), 703–709.
  15. Jolliffe, I. T. (2002). Principal component analysis (2nd ed.). New York: Springer.
  16. Alekperov, R. (2022). Using fuzzy Z-numbers when processing flexible queries. In: C. Kahraman, A. C. Tolga, S. Cevik Onar, et al. (Eds.). Intelligent and fuzzy systems (INFUS 2022). Lecture Notes in Networks and Systems (Vol. 504). Cham: Springer.
  17. Balashirin, A. R., Togrul, S. T. (2024). Detecting anomalies in data using Z-numbers. In: C. Kahraman, S. Cevik Onar, B. Oztaysi, et al. (Eds.). Intelligent and fuzzy systems (INFUS 2024). Lecture Notes in Networks and Systems (Vol. 1089). Cham: Springer.
  18. Balashirin, A. R., Togrul, S. T., Mikayilova, R. (2025). Detection of anomalies in the energy consumption system by soft-computing methods. In: C. Kahraman, S. Cevik Onar, B. Oztaysi, et al. (Eds.). Intelligent and fuzzy systems (INFUS 2025). Lecture Notes in Networks and Systems (Vol. 1530). Cham: Springer.
  19. Zadeh, L. A. (1965). Fuzzy sets. Information and Control, 8(3), 338–353.
  20. Dubois, D., Prade, H. (1988). Possibility theory. New York: Plenum Press.
  21. Aggarwal, C. C., Sathe, S. (2015). Theoretical foundations and algorithms for outlier ensembles. ACM SIGKDD Explorations Newsletter, 17(1), 24–47.
  22. Blázquez-García, A., Conde, A., Mori, U., Lozano, J. A. (2021). A review on outlier/anomaly detection in time series data. ACM Computing Surveys, 54(3), Article 56.
  23. Audibert, J., Michiardi, P., Guyard, F., et al. (2020). USAD: Unsupervised anomaly detection on multivariate time series. In: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2020), 3395–3404.
  24. Xu, J., Wu, H., Wang, J., Long, M. (2022). Anomaly transformer: Time series anomaly detection with association discrepancy. International Conference on Learning Representations (ICLR).
  25. Sharipov, S. G., Romanenkov, P. G., Shepshelevich, E. S., et al. (2024). Improvement of the information system of remote monitoring of the technical condition of gas turbine engines. SOCAR Proceedings, SI1, 17–28.
  26. Bakesheva, A. T., Akpanbayev, R. S., Simonov, A. G., Bakesheva, A. M. (2025). Integrative approach to residual life assessment of trunk gas pipelines. SOCAR Proceedings, 4, 123-132.
  27. Mammadov, M. A., Yadigarov, T. A., Mammadova, F. A., et al. (2024). An economic and mathematical modeling for risk assessment of innovative activities an enterprise in oil and gas industry. SOCAR Proceedings, 4, 139–146.
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DOI: 10.5510/OGP2026SI101174

E-mail: ramizalekper@gmail.com


G. Zh. Bimbetova1, N. A. Besbaeva1, G. M. Efendiev2, A. E. Verisokin3, K. S. Nadirov1, M. K. Zhantasov1

1South Kazakhstan University named after. M. Auezova, Shymkent, Kazakhstan; 2Institute of Oil and Gas, The Ministry of Science and Education of the Republic of Azerbaijan, Baku, Azerbaijan; 3North Caucasian Federal University, Stavropol, Russia

A polymer-containing reagent for reducing drilling fluid loss during oil and gas well drillings


In this article, the authors propose a composition for a polymer-containing drilling fluid and ways to reduce its loss during drilling of oil and gas wells. Theoretical aspects of drilling fluid loss are presented, including the characteristics and causes of fluid absorption by the rock. The main problems of drilling fluid loss associated with the instability of clay-argillite rocks of the South Torgay basin in Kazakhstan are described. The polymer-containing drilling fluid was obtained by adding polyacrylonitrile modified with fatty acid salts, which are a saponified fraction of the tar from the distillation of cottonseed oil fatty acids. The results of spectral studies of the modified polymer reagent polyacrylonitrile are provided. The authors present the results of studies on the effects of modified polyacrylonitrile, as well as crushed cotton stalks in various ratios on the properties of drilling fluid. These studies were conducted to reduce the rate of fluid loss through the borehole crust. Based on these conducted studies,on the effect of modified polyacrylonitrile and crushed cotton stalks on the rheological properties of the drilling fluid. A diagram of an experimental setup for determining the rate of drilling fluid passage through rock is presented, as well as when adding tar-modified polyacrylonitrile to the fluid. Existing methods for reducing drilling fluid loss are analyzed, and recommendations for implementation of this composition are proposed to increase the efficiency of the drilling process in complicated geological conditions.

Keywords: drilling; well; rock; loss (absorption); oil; gas; drilling fluid; tar; polyacrylonitrile; modification; spectroscopy.

Date submitted: 24.12.2025     Date accepted: 03.02.2026     Date published: 21.05.2026

In this article, the authors propose a composition for a polymer-containing drilling fluid and ways to reduce its loss during drilling of oil and gas wells. Theoretical aspects of drilling fluid loss are presented, including the characteristics and causes of fluid absorption by the rock. The main problems of drilling fluid loss associated with the instability of clay-argillite rocks of the South Torgay basin in Kazakhstan are described. The polymer-containing drilling fluid was obtained by adding polyacrylonitrile modified with fatty acid salts, which are a saponified fraction of the tar from the distillation of cottonseed oil fatty acids. The results of spectral studies of the modified polymer reagent polyacrylonitrile are provided. The authors present the results of studies on the effects of modified polyacrylonitrile, as well as crushed cotton stalks in various ratios on the properties of drilling fluid. These studies were conducted to reduce the rate of fluid loss through the borehole crust. Based on these conducted studies,on the effect of modified polyacrylonitrile and crushed cotton stalks on the rheological properties of the drilling fluid. A diagram of an experimental setup for determining the rate of drilling fluid passage through rock is presented, as well as when adding tar-modified polyacrylonitrile to the fluid. Existing methods for reducing drilling fluid loss are analyzed, and recommendations for implementation of this composition are proposed to increase the efficiency of the drilling process in complicated geological conditions.

Keywords: drilling; well; rock; loss (absorption); oil; gas; drilling fluid; tar; polyacrylonitrile; modification; spectroscopy.

Date submitted: 24.12.2025     Date accepted: 03.02.2026     Date published: 21.05.2026

References

  1. Turkov, O. S. (2020). On the issue of deep oil of the South Torgai basin. Oil and Gas, 5(119), 70-83.
  2. Abuyev, R. B., Akhmetzhanova, G. A., Gizemann, K. M. (2021). Updated stratigraphic correlations due to lithological composition at the M-II-4 horizon, Aksai field. SOCAR Proceedings, 1, 21-31.
  3. Turkov, O. S. (2020). On the methodology of searching for oil and gas deposits in subsalt deposits of the Caspian basin. Oil and Gas, 6(120), 20-34.
  4. Azhgaliev, D. K., Baimurzaeva, Zh. B. (2023). Structural features and forecast of oil and gas potential of carbonate and terrigenous sedimentary complexes in the east of the Caspian Basin. PRONEFT. Professionally About Oil, 8(3), 38–49.
  5. Taskinbaev, K. M., Azhgaliev, D. K. (2022). On increasing the efficiency of geological study of the Caspian region based on a refined cartographic base. Oil and Gas, 2(128), 7-22.
  6. Madisheva, R. K., Portnev, V. S. (2022). On the oil and gas potential of the Aryskum trough of the South Torgay sedimentary basin. Oil and Gas, 5(131), 65-76.
  7. Egamberdiev, B. Sh., Negmatova, K. S., Negmatov, S. S. (2020). New composite polymer reagents for drilling fluids used in drilling oil and gas wells. Universum: Technical Sciences: Electronic Scientific Journal, 10(79), 40-44.
  8. Fernandez, I. J. (2005). Evaluation of cationic water-solube polymers with improved thermal stability. SPE-93003-MS. In: The SPE International Symposium on Oilfield Chemistry, The Woodlands, Texas, February.
  9. Seright, F. S., Martin, F. D. (1991). Fluid diversion and sweep improvement with chemical gels in oil recovery processes. Report, November 1. Socorro, New Mexico.
  10. Umedov, Sh. (2023). Development of effective drilling fluid compositions to combat complications during oil and gas well drilling. PhD Thesis. Tashkent State Technical University named after Islam Karimov.
  11. Kobeyeva, Z. S., Khussanov, A. Ye., Atamanyuk, V. M., Khussanov, Zh. Ye. (2021). Determination of physicochemical characteristics of crushed cotton stems for further processing. Reports of National Academy of Sciences of the Republic of Kazakhstan, 6, 106–113.
  12. Zhong, C., Wang, W., Yang, M. (2012). Synthesis and solution properties of an associative polymer with excellent salt-thickening. Journal of Applied Polymer Science, 125(5), 4049-4059.
  13. Wever, D. A. Z., Raffa, P., Broekhuis, A. A. (2012). Acrylamide homopolymers and acrylamide-nisopropylacrylamide block copolymers by atomic transfer radical polymerization in water. Macromolecules, 45, 4040-4045.
  14. Al Hashmi, A. A. R., Al Maamari, R., Al Shabibi, I. S., et al. (2013). Rheology and mechanical degradation of highmolecular-weight partially hydrolyzed polyacrylamide during flow through capillaries // Journal of Petroleum Science and Engineering, 105, 100-106.
  15. Al-Assi, A. A., Willhite, G. P., Green, D. W., et al. (2006). Formation and propagation of gel aggregates using partially hydrolyzed polyacrylamide and aluminum citrate. SPE-100049-MS. In: The SPE/DOE Symposium on Improved Oil Recovery, Tulsa, Oklahoma, USA, April.
  16. Cheraghian, G., Nezhad, S. S. K., Kamari, M., et al. (2014). Effect of nanoclay on improved rheology properties of polyacrylamide solutions used in enhanced oil recovery. Journal of Petroleum Exploration and Production Technology, 5(2), 189-196.
  17. Bimbetova, G. Zh., Kembaev, A. R., Botashev, E. T., et al. (2023). Production of drilling fluids based on cotton soapstocks. Chemical Journal of Kazakhstan, 4, 85-93.
  18. (2025). Modified drilling solution. Patent of the Republic of Kazakhstan for utility model No. 10053, January 10.
  19. Kabdushev, A. A., Kembayev, A. R., Bimbetova, G. Zh., et al. (2025). Development of the composition of lightweight cement slurry using microspheres and microsilica. SOCAR Proceedings, 2, 40-47.
  20. (2013). Modified drilling solution. Innovative Patent of the Republic of Kazakhstan No. 27482, October 15.
  21. Nadirov, K. S., Bimbetova, G. Zh., Akberdy, S. Zh. (2018). Use of saturated carboxylic acids and their derivatives in the formulation of drilling fluids. Bulletin of Science of South Kazakhstan, 4, 40-44.
  22. Bimbetova, G. Zh., Kembaev, A. R., Kabdushev, A. A., et al. (2023). Cementing slurry for fastening well casing. Oil and Gas, 4, 68-80.
  23. Besbaeva, N. A., Bimbetova, G. Zh., Afandiyev, G. M., et al. (2024). Polymer reagents to reduce the absorption of drilling mudduring drilling of oil and gas wells. Vestnik KazUTB, 2(23), 439-446.
  24. Moldabayeva, G. Z., Efendiyev, G. M., Kozlovskiy, A. L., et al. (2023). Study of the rheological characteristics of sediment-gelling compositions for limiting water inflows. Applied Sciences, 13, 10473.
  25. Abasov, M. T., Strekov, A. S., Efendiev, G. M. (2009). Improving the efficiency of water inflow control in oil wells. Baku: Nafta-Press.
  26. Razavinezhad, J., Jafari, A., Masoud, S., Elyaderani, G. (2022). Experimental investigation of multi-walled carbon nanotubes assisted surfactant/polymer flooding for enhanced oil recovery. Journal of Petroleum Science and Engineering, 214, 110370.
  27. Chaudhuri, A., Vishnudas, R. (2022). A systematic numerical modeling study of various polymer injection conditions on immiscible and miscible viscous fingering and oil recovery in a five-spot setup. Fuel, 232, 431-443.
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DOI: 10.5510/OGP2026SI101175

E-mail: manapjk80@mail.ru


E. M. Nasibzadeh

Azerbaijan State Oil and Industry University, Baku, Azerbaijan

Fractal-based monitoring of gas pipeline operation using flow rate variations


Reliable monitoring of gas pipeline operation is a critical task for ensuring the safe and efficient transportation of natural gas. Traditional inspection techniques, such as in-line inspection tools, provide detailed information; however, they are applied periodically and lack the capacity for continuous assessment of pipeline operating conditions. In contrast, SCADA systems generate large volumes of real-time operational data, including gas flow rate measurements, which can be effectively utilized for online monitoring purposes. This paper proposes a fractal-based approach for monitoring gas pipeline operation using SCADA flow rate data. The proposed methodology is based on the analysis of flow rate time series to identify fractal characteristics associated with different operating regimes of the pipeline. Fractal indicators, including the fractal dimension and long-range dependence measures, are employed to quantify the complexity and variability of gas flow dynamics. Changes in these fractal parameters are analyzed to distinguish between normal steady-state operation and disturbed operating conditions caused by transient regimes, demand fluctuations, or potential anomalies. The approach allows the extraction of informative features from flow rate data without the need for direct physical inspection of the pipeline. The results demonstrate that fractal indicators derived from SCADA flow rate signals are sensitive to operational changes and can serve as reliable diagnostic parameters for pipeline monitoring. The proposed fractal-based monitoring framework can be integrated into existing SCADA systems to enhance continuous operational control and support timely decision-making. This method is particularly suitable for complementing conventional inspection techniques by providing an additional layer of real-time monitoring between scheduled inspection intervals.

Keywords: biodiesel; diesel; transesterification; triglyceride; grape seed.

Date submitted: 10.09.2025     Date accepted: 19.11.2025     Date published: 22.05.2026

Reliable monitoring of gas pipeline operation is a critical task for ensuring the safe and efficient transportation of natural gas. Traditional inspection techniques, such as in-line inspection tools, provide detailed information; however, they are applied periodically and lack the capacity for continuous assessment of pipeline operating conditions. In contrast, SCADA systems generate large volumes of real-time operational data, including gas flow rate measurements, which can be effectively utilized for online monitoring purposes. This paper proposes a fractal-based approach for monitoring gas pipeline operation using SCADA flow rate data. The proposed methodology is based on the analysis of flow rate time series to identify fractal characteristics associated with different operating regimes of the pipeline. Fractal indicators, including the fractal dimension and long-range dependence measures, are employed to quantify the complexity and variability of gas flow dynamics. Changes in these fractal parameters are analyzed to distinguish between normal steady-state operation and disturbed operating conditions caused by transient regimes, demand fluctuations, or potential anomalies. The approach allows the extraction of informative features from flow rate data without the need for direct physical inspection of the pipeline. The results demonstrate that fractal indicators derived from SCADA flow rate signals are sensitive to operational changes and can serve as reliable diagnostic parameters for pipeline monitoring. The proposed fractal-based monitoring framework can be integrated into existing SCADA systems to enhance continuous operational control and support timely decision-making. This method is particularly suitable for complementing conventional inspection techniques by providing an additional layer of real-time monitoring between scheduled inspection intervals.

Keywords: biodiesel; diesel; transesterification; triglyceride; grape seed.

Date submitted: 10.09.2025     Date accepted: 19.11.2025     Date published: 22.05.2026

References

  1. Nasibzadeh, E. (2025) Fractal diagnostics of gas pipeline performance: Detecting anomalies through pressure, flow rate, and velocity data. Energy Technologies & Resource Saving, 4, 137-145.
  2. Klyukin, I., Alexandrov, R. (2024). Detection of pipeline leaks using fractal analysis of acoustic signals. Fractal and Fractional, 8(4), 213.
  3. Meraz, M., Alvarez-Ramirez, J., Rodriguez, E. (2022). Multivariate rescaled range analysis for nonlinear time series. Physica A: Statistical Mechanics and its Applications, 589, 126631.
  4. Nasibzadeh, E. (2025). Fractal-based anomaly detection in gas pipeline monitoring: A signal complexity approach. Sciences of Europe, 166, 67-71.
  5. Prokhorov, O., Prokhorov, V., Khussanov, A., et al. (2022). Complete integrated automation of corrosion protection of pipelines based on IoT and big data analytics. Computation, 10(7), 123.
  6. Silva, G. (2025). A comparative study of fractal models applied to artificial and natural datasets. Fractal and Fractional, 9(2), 87.
  7. Sun, L., Li, Y., Zhang, J., et al. (2023). Log specification and intelligent analysis methods based on oil and gas pipeline SCADA systems. Applied Mathematics and Nonlinear Sciences, 9(1), 1-20.
  8. Wang, W., Sun, H., Guo, J., et al. (2021). Experimental study on pipeline leak detection using acoustic signal analysis and neural networks. Measurement, 3, 69-74
  9. Zagretdinov, A., Ziganshin, S., Izmailova, E., et al. (2025). Monitoring pipeline leaks using fractal analysis of acoustic signals. Fractal and Fractional, 9(3), 178.
  10. Iskandarov, E. Kh. (2024). Study of structural changes in multifaceted gas pipelines. SOCAR Proceedings, 4, 117–122.
  11. Mammadov, A. T., Ismailov, N. Sh., Babayev, A. I., et al. (2026). Influence of metallurgical defects on cracking of oil and gas pipelines. SOCAR Proceedings, 1, 109–115.
  12. Haiyue, Y., Haonan, L., Shuaijun, Z., et al. (2023). Research progress on coping strategies for the fluid-solid erosion wear of pipelines. Powder Technology, 422, 118457. 
  13. Langbauer, K., Nunner, G., Zmek, T., et al. (2021). Investigation of temperature distribution in seamless low-alloy steel pipes during the hot rolling process. Advances in Industrial and Manufacturing Engineering, 2, 100038.
  14. Mammadov, A. T., Namazov, S. N., Babaev, A. I., et al. (2025). Development of heat treatment modes for pipes made of microalloyed steel 09G2S for industrial work. International Journal on Technical and Physical Problems of Engineering, 17(1), 337–345
  15. Bakesheva, A. T., Akpanbayev, R. S., Simonov, A. G., Bakesheva, A. M. (2025). Integrative approach to residual life assessment of trunk gas pipelines based on laboratory testing and machine learning analytics. SOCAR Proceedings, 4, 123–132.
  16. Ismailov, Sh. Z., Bagirov, A. B., Asadov, R. R. (2025). Machine learning optimization of cluster pad placement at oil fields based on geological and production constraints. SOCAR Proceedings, 1, 41–45.
  17. Veliyev, E. F., Shirinov, S. V., Mammedbeyli, T. E. (2022). Intelligent oil and gas field based on artificial intelligence technology. SOCAR Proceedings, 4, 70–75.
  18. Ismayilov, G. G., Ismailov, R. A., Babirov, Kh. N. (2022). Investigation of the dynamics of particle settling during separation condensing gases. SOCAR Proceedings, SI1, 1–6.
  19. Mamedov, A. T., Babaev, A. I., Ismailov, N. Sh., et al. (2022). Development of the production of hot-deformed casing pipes made of 32G2 steel grade at Baku Steel Company LLC. Bulletin of the Azerbaijan Engineering Academy, 14(4), 48–55.
  20. Zarei, M., Alipour, M., Khanjani, S. (2020). Hybrid machine learning model for failure risk classification of oil and gas pipelines. Journal of Loss Prevention in the Process Industries, 68, 104300.
  21. Zagretdinov, A., Ziganshin, S., Izmailova, E., et al. (2025). Monitoring pipeline leaks using fractal analysis of acoustic signals. Fractal and Fractional, 9(3), 178.
  22. Adami, S., Kolarov, M. (2017). Self-similar models for predicting energy efficiency in pipeline networks. Energy Efficiency, 10(2), 379–393.
  23. Zhang, Y., Xu, F. (2021). Intelligent control of gas distribution systems using fractal networks and artificial intelligence. Journal of Energy Systems, 43(3), 337–346.
  24. Wang, Y., Li, H. (2021). AI-enhanced fractal pipelines for dynamic gas supply. Journal of Energy Technology and Policy, 11(4), 20–30.
  25. Wang, J., Chen, Y. (2016). A review on fractal modeling of transportation networks. Chaos, Solitons & Fractals, 91, 604–610.
  26. Lee, C., Kim, D. (2023). Crack growth degradation-based diagnosis and design of high-pressure LNG pipelines. Journal of Computational Design and Engineering, 10(4), 1531–1542.
  27. Ahmed, M., Khan, S. (2024). Leak identification and quantification in gas network using operational data and deep learning. Energy Reports, 10, 1234–1245.
  28. Baroudi, U., Al-Roubaiey, A., Devendiran, A. (2019). Pipeline leak detection systems and data fusion: a survey. IEEE Access, 7, 97426-97439.
  29. Aljameel, S. S., Alomari, D. M., Alismail, S., et al. (2022). An anomaly detection model for oil and gas pipelines using machine learning. Computation, 10(8), 135.
  30. Martí, L., Sanchez-Pi, N., Molina, J. M., Bicharra Garcia, A. C. (2015). Anomaly detection based on sensor data in petroleum industry applications. Sensors, 15(2), 2774–2797.
  31. Klikushin, V. (2008). Fractal analysis of time series in oil and gas production. Physica A: Statistical Mechanics and its Applications, 387(21), 5199–5205.
  32. Nasibzadeh, E. (2026). Hybrid fractal and machine learning approach for fault diagnosis in gas pipeline systems. In: World of Conferences, Philadelphia, USA, 100-105.
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DOI: 10.5510/OGP2026SI101178

E-mail: elmin.nasibzade@outlook.com


F. B. Ismayilova1, H. G. Ismayilova1, M. E. Shahlarli2

1Azerbaijan State Oil and Industry University, Baku, Azerbaijan; 2SOCAR, Baku, Azerbaijan

Integrated fuzzy AHP–SAM decision framework for offshore pipeline risk management incorporating economic risk factors


This study presents an enhanced decision‑support framework for subsea pipeline risk management by integrating economic risk parameters into an existing hybrid model that combines Fuzzy Analytic Hierarchy Process (Fuzzy AHP), the Similarity Aggregation Method (SAM), Bayesian probability updating, and Monte Carlo-based uncertainty analysis. Alongside conventional environmental, design, structural, and operational factors, the revised methodology explicitly incorporates economic consequences such as repair costs, production interruptions, environmental penalties, and life‑cycle cost variability. Environmental considerations include hydrostatic pressure, seabed characteristics, seawater temperature, currents, sediment transport, and corrosive exposure, while technical parameters align with established offshore pipeline standards. Bayesian updating and fuzzy logic support the evaluation of posterior risk probabilities, whereas Monte Carlo simulation enables the propagation of uncertainty related to economic loss estimations under multiple failure scenarios. As a result, the improved framework generates risk indices that reflect both operational vulnerabilities and financial exposure, thereby supporting more realistic, risk‑informed decision‑making for offshore pipeline systems. Although technical risk parameters are quantified through structured evaluation, the economic risk dimension is developed through a classification‑ and synthesis‑based approach rather than project‑specific financial data. Economic indicators are formulated as relative, decision‑oriented constructs using normalization, comparative scaling, and prioritization of dominant contributors. This avoids dependence on absolute monetary values, enhances generalizability, and ensures consistent integration of economic considerations into the fuzzy AHP-SAM framework. By embedding economic consequences within the technical risk structure, the proposed methodology advances traditional risk assessment into a cost‑aware decision‑support system, enabling stakeholders to identify risks with moderate technical likelihood but disproportionately high economic impact.

Keywords: Bayes' theorem; fuzzy logic; similarity aggregation method; posterior probability; economic risk; life-cycle cost.

Date submitted: 21.01.2026     Date accepted: 06.04.2026     Date published: 25.05.2026

This study presents an enhanced decision‑support framework for subsea pipeline risk management by integrating economic risk parameters into an existing hybrid model that combines Fuzzy Analytic Hierarchy Process (Fuzzy AHP), the Similarity Aggregation Method (SAM), Bayesian probability updating, and Monte Carlo-based uncertainty analysis. Alongside conventional environmental, design, structural, and operational factors, the revised methodology explicitly incorporates economic consequences such as repair costs, production interruptions, environmental penalties, and life‑cycle cost variability. Environmental considerations include hydrostatic pressure, seabed characteristics, seawater temperature, currents, sediment transport, and corrosive exposure, while technical parameters align with established offshore pipeline standards. Bayesian updating and fuzzy logic support the evaluation of posterior risk probabilities, whereas Monte Carlo simulation enables the propagation of uncertainty related to economic loss estimations under multiple failure scenarios. As a result, the improved framework generates risk indices that reflect both operational vulnerabilities and financial exposure, thereby supporting more realistic, risk‑informed decision‑making for offshore pipeline systems. Although technical risk parameters are quantified through structured evaluation, the economic risk dimension is developed through a classification‑ and synthesis‑based approach rather than project‑specific financial data. Economic indicators are formulated as relative, decision‑oriented constructs using normalization, comparative scaling, and prioritization of dominant contributors. This avoids dependence on absolute monetary values, enhances generalizability, and ensures consistent integration of economic considerations into the fuzzy AHP-SAM framework. By embedding economic consequences within the technical risk structure, the proposed methodology advances traditional risk assessment into a cost‑aware decision‑support system, enabling stakeholders to identify risks with moderate technical likelihood but disproportionately high economic impact.

Keywords: Bayes' theorem; fuzzy logic; similarity aggregation method; posterior probability; economic risk; life-cycle cost.

Date submitted: 21.01.2026     Date accepted: 06.04.2026     Date published: 25.05.2026

References

  1. Ikwan, F., Sanders, D., Hassan, M. (2021). Safety evaluation of leak in a storage tank using fault tree analysis and risk matrix analysis. Journal of Loss Prevention in the Process Industries, 73, 1-9.
  2. Zhang, Sh., Zhang, A., Chen, P., et al. (2024). Application of artificial intelligence hybrid models in safety assessment of submarine pipelines: principles and methods. Ocean Engineering, 312(Part 2), 119203.
  3. Jishin Jayan, T., Muthukumar, K., Renjith, V. R., George, P. (2021). The risk assessment of a crude oil pipeline using fuzzy and bayesian based bow-tie analysis. Journal of Engineering Research, ICMMM Special Issue, 1-16.
  4. Ismayilova, H., Shahlarli, M., Ismayilova, F. (2023). Investigation of submarine pipeline failure accidents in deepwater based on the fuzzy analytical hierarchy process. In: Aliev, R. A., Kacprzyk, J., Pedrycz, W., et al. (Eds.) 15th
    International Conference on Applications of Fuzzy Systems, Soft Computing and Artificial Intelligence Tools – ICAFS-2022. ICAFS 2022. Lecture Notes in Networks and Systems, vol. 610. Springer, Cham.
  5. Aljaroudi, A., Khan, F., Akinturk, A., et al. (2015). Risk assessment of offshore crude oil pipeline failure. Journal of Loss Prevention in the Process Industries, 37, 101-109.
  6. Li, X., Chen, G., Khan, F., Xu, C. (2019). Dynamic risk assessment of subsea pipelines leak using precursor data. Ocean Engineering, 178, 156-169.
  7. Haldar, A., Mahadevan, S. (2000). Probability, reliability and statistical methods in engineering design. New York, NY, USA: John Wiley and Sons Inc.
  8. Khan, F. I., Sadiq, R., Haddara, M. M. (2004). Risk-based inspection and maintenance (RBIM): multi-attribute decision-making with aggregative risk analysis. Process Safety and Environmental Protection, 82(6), 398-411.
  9. Gamzaev, Kh. M. (2021). A method of determining leaks of transported liquid from the pipeline. SOCAR Proceedings, 1, 124-128.
  10. Yadigarov, T. A., Ramazanov, M. K., Alirzayev, E. V. (2025). Assessment of the formation of investments in the oil and gas sector under conditions of uncertainty. SOCAR Proceedings, 4, 196-204.
  11. Bevilacqua, M., Braglia, M. (2000). The analytical hierarchy process applied to maintenance strategy selection. Reliability Engineering and System Safety, 70, 71-83.
  12. Zaripov, R. M., Bakhtizin, R. N., Masalimov, R. B. (2025). Computer modeling of the stress-strain state of a concrete gas pipeline in a swamp. SOCAR Proceedings, 3, 105-112.
  13. Iskandarov, E. Kh., Ismayilova, F. B., Shukurlu, M. F., Ismayilova, P. Sh. (2024). Changes in energy characteristics of pipeline systems considering hydrodynamic loads. SOCAR Proceedings, 2, 105-108.
  14. Drumond, G. P., Pasqualino, I. P., Pinheiro, B. C., Estefen, S. F. (2018). Pipelines, risers and umbilicals failures: A literature review. Ocean Engineering, 148, 412-425. 
  15. Ismayilov, G., Shahlarli, M., Ismayilova, H. (2025). Integrated fuzzy AHP and SAM decision framework for offshore pipeline risk management. International Journal of Sustainability and Risk Control, 1, 2(2).
  16. Ismayilova, H. G., Farzalizada, Z. I., Damirova, J. R., et al. (2021). Fuzzy assessment of technological risks in the main oil pipeline. In: Aliev, R. A., Yusupbekov, N. R., Kacprzyk, J., et al. (Eds.) 11th World Conference “Intelligent System for Industrial Automation” (WCIS-2020). WCIS 2020. Advances in Intelligent Systems and Computing, vol. 1323. Springer, Cham.
  17. Shahlarli, M., Ismayilova, H., Zeynalova, G. (2024). Diagnosis of oil spills from subsea pipelines. Reliability: Theory and Applications, SI6(81), Part-2, 19, 723-727.
  18. Lavasani, S. M., Ramzali, N., Sabzalipour, F., Akyuz, E. (2015). Utilisation of Fuzzy Fault Tree Analysis (FFTA) for quantified risk analysis of leakage in abandoned oil and natural-gas wells. Ocean Engineering, 108, 729–737.
  19. Javaherdashti, R. (2024). Fuzzy logic as a powerful tool to predict corrosion. In: Javaherdashti, R. (Eds.). Advances in Corrosion Modelling. Engineering Materials. Springer, Cham.
  20. Ismayilov, G., Iskandarov, E., Farzalizade, Z., Abishova, R. (2023). Some aspects of operational risk management. Reliability: Theory and Applications, SI5(75), 18, 565-658.
  21. Ismayilov, G., Ismayilova, H., Babirov, H., Jabrayilov, R. (2022.). Assessment of environmental oil spills and economic‑environmental risks. Reliability: Theory and Applications, SI4(70), 17, 212-217.
  22. Ayyub, B. M. (2010). Risk analysis in engineering and economics. A CRC Press Company.
  23. Ismayilov, G. G., Iskandarov, E. K., Ismayilova, F. B., Hacizade, S. G. (2021). Analysis of the gas pipelines operation based on neural networks. In: Aliev, R. A., Kacprzyk, J., Pedrycz, W., et al. (Eds.) 14th International Conference on Theory and Application of Fuzzy Systems and Soft Computing – ICAFS-2020. ICAFS 2020. Advances in Intelligent Systems and Computing, vol. 1306. Springer, Cham.
  24. Ismayilov, G. G., Ismayilova, F. B., Nagizadeh, A. R. (2025). Analysis of structural reliability of main gas pipelines. Latvian Journal of Physics and Technical Sciences, 62(4), 57-64.
  25. Ismayilov, G. G., Ismayilov, S. Z., Mangushev, R. R. (2025). Enhancıng the effıcıency of a gas-lıft pump by refınıng the hydraulıc characterıstıcs wıth consıderatıon of phase slıppage. SOCAR Proceedings, SI1, 1-7.
  26. (2011). Deep water: the gulf oil disaster and the future of offshore drilling. National Commission on the BP Deepwater Horizon Oil Spill and Offshore Drilling.
  27. Guedes Soares, C., Teixeira, A. P. (2019). Risk assessment and safety of subsea pipelines. Ocean Engineering, 179, 142–156.
  28. Shan, X., Liu, K., Sun, P. L. (2017). Risk analysis on leakage failure of natural gas pipelines by fuzzy Bayesian network with a bowtie model. Scientific Programming, 3639524, 1-11.
  29. Нuseynova, N. I., Safarov, N. M., Safarova, G. N. (2023). Hydrodynamic simulation of the current state of liquid filtration under water emulsion impact on оil layer. SOCAR Proceedings, SI1, 87-95.
  30. Mammadov, M. A., Yadigarov, T. A., Safarova, G. N., et al. (2024). An economic and mathematical modeling for risk assessment of innovative activities an enterprise in oil and gas industry. SOCAR Proceedings, 4, 139-146.
  31. Safarova, G. N. (2025). Assessment of synergistic effects in oil and gas industry enterprises through the application of economic and mathematical methods. SOCAR Proceedings, 3, 137-147.
  32. Ismayilov, Q. Q., Dzhalalov, Q. I., Safarov, N. М. (2021). About one interpretation of the phenomenon of «phase inversion» in rheologically difficult water-oil emulsions. SOCAR Proceedings, 4, 84-89 .
  33. Ismayilov, F. S., Ismayilov, G. G., Safarov, N. M. (2022). On the possibility of regulation of rheophysical properties multicomponent mixtures based on rheotechnology. SOCAR Proceedings, 1, 77-83.
  34. Safarov, N. М., Ismayilova, F. B., Hajizade, S. G. (2022). Development of the diagnostic method for determination of density of «water-oil-sand» type mixtures. SOCAR Proceedings, 2, 73-77.
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DOI: 10.5510/OGP2026SI101179

E-mail: fidan.ismayilova.b@asoiu.edu.az


G. S. Mukhtarova1, A. B. Suleymanova2

1Institute of Petrochemical Processes named after Academician Y.H. Mammadaliyev of the Ministry of Science and Education, Baku Azerbaijan; 2Institute of Bioresources (Ganja) of the Ministry of Science and Education, Ganja, Azerbaijan

Research of the physicochemical properties of fuel obtained from a mixture of petroleum-based diesel and grape seed oil biodiesel


In this research work, the preparation of an environmentally friendly, internationally compliant bio-component diesel fuel with minimal impact on engine performance and the study of its physicochemical properties were carried out. Fuel oil was hydrocracked at a temperature of 430 °C and a pressure of 4.0 MPa in the presence of a zeolite catalyst, yielding 60.0 wt.% diesel fraction. Grape seed oil was extracted by the cold-pressing method and transesterified with methanol at 65 °C for 120 minutes in the presence of Aydag zeolite as a heterogeneous catalyst, resulting in the synthesis of 92.9 wt.% fatty acid methyl esters (biodiesel). Infrared spectroscopic analysis confirmed the presence of carbonyl (C=O) and ester (C–O) functional groups in the biodiesel. The obtained biodiesel was blended with diesel fuel at volume ratios of 20, 40 and 60 % to prepare B20, B40 and B60 compositions. Key physicochemical properties of the fuels, including density, kinematic and dynamic viscosity, flash point, cetane number, and lubricity, were determined and compared with the requirements of PN-EN 590:2022 and PN-EN 14214+A2:2019-05 standards. It was found that the addition of biodiesel to the diesel fraction leads to a linear increase in density, viscosity, flash point, and cetane number. The cetane number of biodiesel (54.9) was higher than that of conventional diesel fuel, and an 8.93% increase in the cetane number was observed in the B60 composition. The addition of biodiesel to diesel fuel at 20-60 % (by volume) ensures technical compatibility and environmental advantages, making it a viable alternative for the energy- efficient utilization of agro-industrial waste. 

Keywords: biodiesel; diesel; transesterification; triglyceride; grape seed.

Date submitted: 24.11.2025     Date accepted: 14.04.2026    Date published: 25.05.2026

In this research work, the preparation of an environmentally friendly, internationally compliant bio-component diesel fuel with minimal impact on engine performance and the study of its physicochemical properties were carried out. Fuel oil was hydrocracked at a temperature of 430 °C and a pressure of 4.0 MPa in the presence of a zeolite catalyst, yielding 60.0 wt.% diesel fraction. Grape seed oil was extracted by the cold-pressing method and transesterified with methanol at 65 °C for 120 minutes in the presence of Aydag zeolite as a heterogeneous catalyst, resulting in the synthesis of 92.9 wt.% fatty acid methyl esters (biodiesel). Infrared spectroscopic analysis confirmed the presence of carbonyl (C=O) and ester (C–O) functional groups in the biodiesel. The obtained biodiesel was blended with diesel fuel at volume ratios of 20, 40 and 60 % to prepare B20, B40 and B60 compositions. Key physicochemical properties of the fuels, including density, kinematic and dynamic viscosity, flash point, cetane number, and lubricity, were determined and compared with the requirements of PN-EN 590:2022 and PN-EN 14214+A2:2019-05 standards. It was found that the addition of biodiesel to the diesel fraction leads to a linear increase in density, viscosity, flash point, and cetane number. The cetane number of biodiesel (54.9) was higher than that of conventional diesel fuel, and an 8.93% increase in the cetane number was observed in the B60 composition. The addition of biodiesel to diesel fuel at 20-60 % (by volume) ensures technical compatibility and environmental advantages, making it a viable alternative for the energy- efficient utilization of agro-industrial waste. 

Keywords: biodiesel; diesel; transesterification; triglyceride; grape seed.

Date submitted: 24.11.2025     Date accepted: 14.04.2026    Date published: 25.05.2026

References

  1. Atadashi, I. M., Aroua, M. K., Aziz, A. A. (2016). Biodiesel fuel production by transesterification. Energy Conversion and Management, 118, 203-226.
  2. Global Critical Minerals Outlook 2025. International Energy Agency (IEA) Publications. www.iea.org
  3. Zhu, S., Zhang, K., Deng, K. (2020). A review of waste heat recovery from the marine engine with highly efficient bottoming power cycles. Renewable and Sustainable Energy Reviews, 120, 109611.
  4. Singh, S. P., Singh, D. (2016). Biodiesel production through the use of different sources and characterization of oils and their esters as the substitute of diesel: A review. Renewable and Sustainable Energy Reviews, 14, 200-216.
  5. Wang, Y., Cansu Acarturk, B., Burris, L., et al. (2022). Physicochemical characterization of unconventional fly ashes. Fuel, 316, 123318.
  6. Celik, M., Iskender, A. (2020). Combustion and emissions of B20 blend. Fuel, 279, 118507.
  7. Demirbaş, A. (2020). Progress and recent trends in biodiesel fuels. Energy Conversion and Management, 209, 112699.
  8. Gharehghani, A., Jazayeri, S. A. (2021). Performance of CI engine on biodiesel blends. Energy Reports, 7, 5562–5577.
  9. Monfaredi, K., Emami Niri, M., Sedaee, B. (2020). Improving forecast uncertainty quantification by incorporating production history and using a modified ranking method of geostatistical realizations. Journal of Energy Resources Technology, 142(9), 093004.
  10. Dhar, A., Agarwal, A. K. (2021). Combustion characteristics of biodiesel fuelled engines. Fuel, 289, 119894.
  11. Dwivedi, G., Sharma, M. P., Jain, S. (2017). Diesel engine performance with biodiesel blends. Renewable and Sustainable Energy Reviews, 33, 233–250.
  12. Ashraful, A. M. (2015). Engine performance and life cycle assessment of biodiesel. Renewable Energy, 81, 830–845.
  13. Khalife, E. (2017). Impact of B20 and B40 fuels. Energy Conversion and Management, 153, 96–106.
  14. Abbasov, M. M., Mammadova, T. A. (2018). Obtaining of “green diesel” and “green gasoline” in the process of light hydrocracking of vacuum gasoil with cottonseed oil Chemical Problems, 1, 119–125.
  15. Hoekman, S. K. (2012). Biofuels in the U.S. – Challenges and opportunities. Renewable Energy, 36(1), 22–30.
  16. El-Khatib, S., Ahmad, M. N., Ahmad, M. Z., et al. (2021). A comprehensive review on biodiesel production, fuel properties, engine performance and emission characteristics. Journal of Cleaner Production, 297, 126849.
  17. Atabani, A. E., Silitonga, A. S., Badruddin, I. A., et al. (2012). A comprehensive review on biodiesel as an alternative energy resource and its characteristics. Renewable and Sustainable Energy Reviews, 16(4), 2070–2093.
  18. Qi, D. (2019). Emissions with biodiesel blends. Fuel, 235, 1031–1041.
  19. Sajjad, H. (2022). Biodiesel blends in common rail engines. Energy, 255, 124623.
  20. Knothe, G. (2010). Biodiesel and renewable diesel: A comparison. Progress in Energy and Combustion Science, 36(3), 364–373.
  21. Sathish Kumar, V. (2021). Combustion and performance of biodiesel blends. Applied Energy, 295, 117052.
  22. Mani, M., Nagarajan, G. (2018). Diesel engine test with biodiesel blends. Fuel, 214, 18–25.
  23. PN-EN 590:2022-08. (2022). Automotive fuels-diesel fuels-requirements and test methods. Warsaw, Poland: The Polish Committee for Standardization.
  24. PN-EN 14214+A2:2019-05. (2019). Liquid petroleum products-fatty acid methyl esters (FAME) for use in automotive compression-ignition (diesel) engines and heating applications-requirements and test methods. Warsaw, Poland: The Polish Committee for Standardization.
  25. Carraretto, C. (2021). Biodiesel–diesel blends in marine engines. Energy, 236, 121525.
  26. Suleymanova, A. B., Mukhtarova, G. S., Zafar, M., et al. (2025). Structure activity correlation of modified zeolite catalysts in biodiesel synthesis. Ctalysis Letters, 155 (381), 155–381.
  27. Mukhtarova, G. S., Suleymanova, A. B. (2025). Research of physical-chemical properties of biodiesel fraction obtained from agro-industrial waste. Processes of Petrochemistry and Oil Refining, 26(2), 564–573.
  28. Mukhtarova, G. S., Suleymanova, A. B. (2024). Study of biodiesel obtained from agro-industrial waste. Processes of Petrochemistry and Oil Refining, 25(3), 666–674.
  29. Mukhtarova, G. S., Hasanova, A. B., Ibrahimova, Z. M. (2023). Hydrocracking of heavy oil residues with the participation of Ni-bentonite. SOCAR Proceedings, 3, 156–163.
  30. Qi, D. (2021). NOx emission control strategies. Renewable Energy, 180, 1356–1368.
  31. Rakopoulos, D. C. (2017). Study of biodiesel blends in CI engines. Energy Conversion and Management, 154, 470–487.
  32. Sanjid, A. (2020). Comparative performance of B10–B50. Fuel, 276, 118002.
  33. Roy, M. M. (2022). Biodiesel blends cold flow properties. Renewable Energy, 185, 1242–1253.
  34. Habibullah, M. (2015). Atomization and spray of B20–B40. Fuel, 153, 435–444.
  35. Xue, J. (2019). Review on biodiesel engine performance. Renewable and Sustainable Energy Reviews, 81, 555–567.
  36. Imran, A. (2020). B20 combustion analysis. Energy Sources A, 42(19), 2431–2444.
  37. Ong, H. C. (2020). Next-gen biofuel blends. Energy Conversion and Management, 203, 112280.
  38. Basha, S. A. (2021). Neem biodiesel blends. Fuel, 305, 121614.
  39. Nantha Gopal, K. (2014). Comparative study of biodiesel blends. Renewable and Sustainable Energy Reviews, 28, 441–455.
  40. Oguz, H. (2022). Turbodiesel tests with biodiesel blends. Fuel, 324, 124567.
  41. Ali, O. M. (2021). Palm biodiesel engine performance. Energy, 228, 120480.
  42. Nisar, N., Mehmood, S., Nisar, H., et al. (2018). Brassicaceae family oil methyl esters blended with ultra-low sulphur diesel fuel (ULSD): Comparison of fuel properties with fuel standards. Renewable Energy, 117, 393–403.
  43. Knothe, G. (2005). Dependence of biodiesel fuel properties on the structure of fatty acid alkyl esters. Fuel Processing Technology, 86, 1059–1070.
  44. Ramos, M. J., Fernandez, C. M., Casas, A., et al. (2009). Influence of fatty acid composition of raw materials on biodiesel properties. Bioresource Technology, 100, 261–268.
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DOI: 10.5510/OGP2026SI101181

E-mail: ayshe_hesenova@rambler.ru


V. M. Abbasov1, H. N. Gurbanov1, F. Kh. Aliyeva1, A. M. Mammadov1,2,3, A. T. Sharifov1, R. R. Mammadova1

1Institute of Petrochemical Processes named after Academician Y.H. Mammadaliyev, The Ministry of Science and Education of the Republic of Azerbaijan, Baku, Azerbaijan; 2Azerbaijan University of Architecture and Construction, Baku, Azerbaijan; 3Sumgayit State University, Sumgayit, Azerbaijan

Trimethylolpropane-based aliphatic esters: lubricant properties, bactericidal activity and DFT study


In this research, symmetric and asymmetric aliphatic esters based on 1,1,1-trimethylolpropane (TMP) were synthesized with high yields using caproic and pelargonic acids. The synthesized compounds - TMP tricaproate (N1), TMP tripelargonate (N2), and the asymmetric dicaproate-pelargonate ester (N3) - were rigorously characterized using FT-IR and NMR (1H and 13C) spectroscopy. A comprehensive study was conducted to evaluate their physicochemical properties, viscosity-temperature characteristics, and biological activities. Experimental results demonstrated that increasing the carbon chain length leads to higher kinematic viscosity and a decrease in density; specifically, sample N2 exhibited the highest viscosity, while the asymmetric N3 ester showed a superior viscosity index of 168. These balanced tribological properties suggest that these esters are highly suitable as base stocks for high-performance, low-viscosity aviation lubricants. Furthermore, the bactericidal efficiency of the esters was evaluated against sulfate-reducing bacteria (SRB). At concentrations ranging from 25 to 100 mg/L, the compounds achieved a corrosion protection effect of 96.9-100 %, significantly outperforming standard industrial reagents. Theoretical investigations were performed using Density Functional Theory (DFT) at the B3LYP/6-31G(d,p) level to calculate HOMO (Highest Occupied Molecular Orbital) - LUMO (Lowest Unoccupied Molecular Orbital) orbitals and various quantumchemical descriptors (ionization potential, electrophilicity index, chemical hardness, etc.). The substantial energy gaps (7.390-7.575 eV) confirm the high thermal and oxidative stability of these molecules. These theoretical findings strongly correlate with experimental data, providing a robust scientific framework for utilizing these TMP esters as next-generation lubricant components and effective multifunctional bactericidal inhibitors.

Keywords: trimethylolpropane; esters; lubricants; bactericidal activity; DFT calculations; quantum-chemical descriptors.

Date submitted: 15.09.2025     Date accepted: 04.05.2026     Date published: 01.06.2026

In this research, symmetric and asymmetric aliphatic esters based on 1,1,1-trimethylolpropane (TMP) were synthesized with high yields using caproic and pelargonic acids. The synthesized compounds - TMP tricaproate (N1), TMP tripelargonate (N2), and the asymmetric dicaproate-pelargonate ester (N3) - were rigorously characterized using FT-IR and NMR (1H and 13C) spectroscopy. A comprehensive study was conducted to evaluate their physicochemical properties, viscosity-temperature characteristics, and biological activities. Experimental results demonstrated that increasing the carbon chain length leads to higher kinematic viscosity and a decrease in density; specifically, sample N2 exhibited the highest viscosity, while the asymmetric N3 ester showed a superior viscosity index of 168. These balanced tribological properties suggest that these esters are highly suitable as base stocks for high-performance, low-viscosity aviation lubricants. Furthermore, the bactericidal efficiency of the esters was evaluated against sulfate-reducing bacteria (SRB). At concentrations ranging from 25 to 100 mg/L, the compounds achieved a corrosion protection effect of 96.9-100 %, significantly outperforming standard industrial reagents. Theoretical investigations were performed using Density Functional Theory (DFT) at the B3LYP/6-31G(d,p) level to calculate HOMO (Highest Occupied Molecular Orbital) - LUMO (Lowest Unoccupied Molecular Orbital) orbitals and various quantumchemical descriptors (ionization potential, electrophilicity index, chemical hardness, etc.). The substantial energy gaps (7.390-7.575 eV) confirm the high thermal and oxidative stability of these molecules. These theoretical findings strongly correlate with experimental data, providing a robust scientific framework for utilizing these TMP esters as next-generation lubricant components and effective multifunctional bactericidal inhibitors.

Keywords: trimethylolpropane; esters; lubricants; bactericidal activity; DFT calculations; quantum-chemical descriptors.

Date submitted: 15.09.2025     Date accepted: 04.05.2026     Date published: 01.06.2026

References

  1. Yao, T., Zhang, N., Hu, J., et al. (2020). Effect of temperature on the chemical composition and physicochemical properties of diester aviation lubricating oil. International Journal of Chemical Engineering, 2020, 8829206.
  2. Xie, M., Xu, D., Shen, J., Zhang, C. (2024). Achieving the good thermal-stability and lubricity via a dihydroxy biolubricant from the agro-waste of Codonopsis pilosula. Renewable Energy, 221(C), 119867.
  3. Bakunin, V. N., Parenago, O. P. (1992). A mechanism of thermo-oxidative degradation of polyol ester lubricants. Journal of Synthetic Lubrication, 9(2), 127–143.
  4. Rozga, P., Beroual, A., Przybylek, P., et al. (2020). A review on synthetic ester liquids for transformer applications. Energies, 13(23), 6429.
  5. Esipovich, A. L., Kanakov, E. A., Charykova, T. A., et al. (2024). A comprehensive study on physicochemical properties of fatty acid esters derived from different vegetable oils and alcohols and their potential application. Energies, 17(24), 6407.
  6. Hu, C., Ai, J., Ma, L., et al. (2021). Ester oils prepared from fully renewable resources and their lubricant base oil properties. ACS Omega, 6(25), 16343–16355.
  7. Gurbanov, H. N., Abdullayeva, M. M., Yusifova, L. M. (2024). Synthesis of complex esters of 1,1,1-trimethylolpropane and research of them as high temperature resistant lubricants. Processes of Petrochemistry and Oil Refining, 25(2), 419-425.
  8. Kamyab, B., Beims, R. F., Chio, C., et al. (2024). Synthesis of TMP esters as a biolubricant from canola oil via a twostep transesterification–transesterification process. Canadian Journal of Chemical Engineering, 102(1), 35–52.
  9. Mammadyarov, M. A., Gurbanov, H. N., Yusifova , L. M. (2021). Creation of new oil compositions based on complex esters of cyclic and alyphatic neopolyols and alkylbenzene carbohydrogen oils. Proceedings of the Azerbaijan National Academy of Sciences, 1-2, 19-23.
  10. Mammadyarov, M. A., Aliyeva, F. Kh., Gurbanov, G. N. (2017). Sinteticheskiye smazochniye masla (struktura i svoystva). Moscow: Nauchniy Mir.
  11. Åkerman, C. O. C., Gaber, Y., Abd Ghani, N., et al. (2011). Clean synthesis of biolubricants for low temperature applications using heterogeneous catalysts. Journal of Molecular Catalysis B: Enzymatic, 72, 263–269.
  12. Firstova, A. A., Kofanov, E. R., Kovaleva, M. I. (2023). Synthesis and biological activity of esters based on cycloalkenedicarboxylic acids. Russian Journal of Bioorganic Chemistry, 49, 65–75.
  13. Vassilev, D. S., Petkova, N. T., Tumbarski, Y., et al. (2020). Application of the principles of “green chemistry” for the synthesis of 10-undecylenic aliphatic esters with antimicrobial activity. Journal of Renewable Materials, 8(6), 675–686.
  14. Campana, R., Merli, A., Verboni, M., et al. (2019). Synthesis and evaluation of saccharide-based aliphatic and aromatic esters as antimicrobial and antibiofilm agents. Pharmaceuticals, 12(4), 186.
  15. Shaaban, M. T., Ghaly, M. F., Fahmi, S. M. (2021). Antibacterial activities of hexadecanoic acid methyl ester and green-synthesized silver nanoparticles against multidrug-resistant bacteria. Journal of Basic Microbiology, 61(6), 557–568.
  16. Aliyeva, F. Kh., Aghamaliyeva, D. B., Israfilova, K. O. (2024). Study of esters of (C₃–C₁₀) dicarboxylic acids as effective bactericide-inhibitors. Processes of Petrochemistry and Oil Refining, 25(4), 1002-1007.
  17. Aliyeva, F. Kh., Aghamaliyeva, D. B., Israfilova, K. O. (2025). Dicarboxylic acid esters as bactericidal inhibitors against corrosion. AZ Patent İ 2024 0029.
  18. Aliyeva, F. Kh., Aghamaliyeva, D. B., Israfilova, K. O. (2023). Diesters of malonic acid as bactericidal inhibitors against corrosion. AZ Patent İ 2023 0095.
  19. Gao, G., Wang, J., Liang, P., et al. (2024). Two novel triazine-based quaternary ammonium salt Gemini surfactants as potential corrosion inhibitors for carbon steel in a sulfate-reducing bacteria solution: Experimental and theoretical studies. Heliyon, 10(23), e40385.
  20. Asadov, Z. H., Ahmadova, G. A., Rahimov, R. A., et al. (2018). Effect of spacer nature on surface properties of new counterion coupled gemini surfactants based on dodecyldiisopropylol amine and dicarboxylic acids. Colloids and Surfaces A: Physicochemical and Engineering Aspects, 550, 115-122.
  21. Mammadov, A. M. (2021). Synthesis of imidazole-based complexes and investigation of their bactericidal properties against SRB. Processes of Petrochemistry and Oil Refining, 22(4), 537–545.
  22. Asadov, Z. H., Agamaliyeva, D. B., Ahmadova, G. A., et al. (2019). Micellization and adsorption properties of new cationic gemini surfactants having hydroxyisopropyl group. Journal of Chemical & Engineering Data, 64(3), 952–962.
  23. Mammadov, A. M., Abbasov, V. M., Jafarova, R. A., et al. (2025). Inhibitory-bactericidal properties of phenyldiazenylphenyl-containing phenanthroimidazoles and DFT calculations. Bulletin of the Russian Academy of Sciences: Physics, 89, 1619–1625.
  24. Martínez-Cifuentes, M., Soto-Tapia, E., Linares-Pipón, C., et al. (2023). Design of β-keto esters with antibacterial activity: Synthesis, in vitro evaluation, and theoretical assessment of their reactivity and quorum-sensing inhibition capacity. Pharmaceuticals, 16(10), 1339.
  25. Wang, Y., Lin, X., Wang, M., Wang, J. (2021). A DFT study on the molecular properties of synthetic ester under the electric field. Open Physics, 19(1), 647–656.
  26. Kawsar, S. M. A., Hosen, M. A., Fujii, Y., Ozeki, Y. (2020). Thermochemical, DFT, molecular docking and pharmacokinetic studies of methyl β-D-galactopyranoside esters. Journal of Computational Chemistry and Molecular Modeling, 4(4), 10663.
  27. Qamar, S., Perveen, F., Akhter, Z., et al. (2022). 4,4-Nitrophenoxyaniline derived azo ester: Structural elucidation, DFT simulation, and DNA interactional studies via wet and in silico methods. Journal of Molecular Structure, 1250 (Part 2), 131695.
  28. Qamar, S., Perveen, F., Akhter, Z., et al. (2022). 4,4-Nitrophenoxyaniline derived azo ester: Structural elucidation, DFT simulation, and DNA interactional studies via wet and in silico methods. Journal of Molecular Structure, 1250(Part 2), 131695.
  29. Yolchuyeva, U. J., Abbasov, V. M., Abbasov, O. R., et al. (2026). N-octylaminopropan-2-ol surfactant for crude-oil asphaltene dispersion: Integrated experimental and modeling insights. Fuel, 404 (Part B), 136286.
  30. Abbasov, V. M., Alimadatli, N. Y., Azizov, R. E., et al. (2023). Synthesis of complexes of oleic acid with alkylamines and theoretical study of their structures. Processes of Petrochemistry and Oil Refining, 4(24), 831–842.
  31. Yolchuyeva, U. J., Abbasov, V. M., Jafarova, R., et al. (2024). Chemical composition and molecular structure of asphaltene in Azerbaijani crude oil: A case study of the Zagli field. Fuel, 373, 132084.
  32. Abdullayev, Y., Mammadov, A., Karimova, N., et al. (2020). Construction of new azo-group containing polycyclic imidazole derivatives: Computational mechanistic, structural, and fluorescence studies. ChemistrySelect, 5, 6224–6229.
  33. Neese, F. (2011). The ORCA program system. Wiley Interdisciplinary Reviews: Computational. Molecular Science, 2(1), 73–78.
  34. Oyewole, R. O., Oyebamiji, A. K., Semire, B. (2020). Theoretical calculations of molecular descriptors for anticancer activities of 1,2,3-triazole-pyrimidine derivatives against gastric cancer cell line (MGC-803): DFT, QSAR and docking approaches. Heliyon, 6(5), e03926.
  35. Abbasov, V. M., Orujova, N. S., Jafarova, R. A., et al. (2024). Synthesis and theoretical calculations of 4[4,5-diphenyl-1-(4-(phenyldiazenyl)phenyl)-1H-imidazol-2-yl]-phenol. Processes of Petrochemistry and Oil Refining, 25(1), 89–97.
  36. Aliyeva, F. Kh., Mammadov, A. M., Mammadova, G. F., Isayev, N. Z. (2025). DFT study of alkenyl succinic anhydrides. Processes of Petrochemistry and Oil Refining, 26(2), 614–623.
  37. Guerguer, F., Rossafi, B., Abchir, O., et al. (2025). Potential Azo-8-hydroxyquinoline derivatives as multi-target lead candidates for Alzheimer’s disease: An in-depth in silico study of monoamine oxidase and cholinesterase inhibitors. PLOS One, 20(1), e0317261.
  38. Ustunel, H., Toffoli, D. (2022). Tribology at the atomic scale with density functional theory. Electronic Structure, 4(2), 023002.
  39. Wang, Y., He, M., He, W., et al. (2022). The influences of atom relaxation on the DFT-calculated friction properties of the h-BN/h-BN and Gr/Gr interfaces. Tribology International, 173, 107586.
  40. Abbasov, V. M., Abuzarzada, A. H., Mammadov, A. M., et al. (2024). Study of the nitration reaction of 1-octene and DFT calculations. Processes of Petrochemistry and Oil Refining, 25(4), 985–993.
  41. Orujova, N. S., Abbasov, V. M., Jafarova, R. A., et al. (2025). In vitro, in silico, and DFT evaluation of antimicrobial imidazole derivatives with insights into mechanism of action. Scientific Reports, 15, 37723.
  42. Abbasov, V. M., Mammadov, A. M., Azizov, R. E., et al. (2025). Green synthesis and DFT calculations of 4'-(2-phenyl-1H-phenanthro[9,10-d]imidazol-1-yl)-[1,1'-biphenyl]-4-amine. Processes of Petrochemistry and Oil Refining, 26(1), 97–106.
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DOI: 10.5510/OGP2026SI101185

E-mail: ayazmammadov@nkpi.az