A Critical Review of Wettability Alteration of Retrograde Gas Condensate Reservoirs Using Nanoparticles

[1] Briones, M., Zambrano, J.A., Zerpa, C. Study of Gas-Condensate Well Productivity in
Santa Barbara Field, Venezuela, by Well Test Analysis. SPE Annual Technical Conference
and Exhibition held in San Antonio, Texas, 2002 September 29– October 2; SPE 77538.
https://doi.org/10.2118/77538-MS
[2] Al-Anazi, H.A., Walker, J.G., Pope, G.A., Sharma, M.M., Hackney, D.F. A Successful
Methanol Treatment in a Gas-Condensate Reservoir: Field Application. SPE Production
and Operations Symposium held in Oklahoma City, Oklahoma, U.S.A., 2003 March 22–
25; SPE 80901. https://doi.org/10.2118/80901-MS
[3] Al Ghamdi, B.N., Al-Malki, B.H., Al-Kanaan, A., Rahim, Z., Al-Anazi, H.D. Field
Implementation of Condensate Bank Removal Using Chemical Treatment. International
Petroleum Technology Conference held in Beijing, China, 2013 March 26–28; IPTC 16545-
MS. https://doi.org/10.2523/IPTC-16545-MS
[4] Rahimzadeh, A., Bazargan, M., Darvishi, R., Mohammadi, A.H. Condensate Blockage
Study in Gas Condensate Reservoir. Journal of Natural Gas Science and Engineering 2016
July; 33: 634-643. http://dx.doi.org/10.1016/j.jngse.2016.05.048
[5] Jin, J., Sun, J., Rong, K., Lv, K., Nguyen, T.A.H., Wang, R., et al. Gas-Wetting Alteration
by Fluorochemicals and Its Application for Enhancing Gas Recovery in Gas-Condensate
Reservoirs: A Review. Energies 2020; 13(18), 4591. doi:10.3390/en13184591
[6] Sayed, M., Liang, F., Ow, H. Novel Surface Modified Nanoparticles for Mitigation of
Condensate and Water Blockage in Gas Reservoirs. SPE International Conference and
Exhibition on Formation Damage Control held in Lafayette, Louisiana, USA, 2018
February 7-9; SPE-189959-MS. https://doi.org/10.2118/189959-MS
[7] Wang, Y., Kang, Y., Wang, D., You, L., Chen, M., Yan, X. Liquid Phase Blockage in
Micro-Nano Capillary Pores of Tight Condensate Reservoirs. Capillarity 2022; 5(1): 12-22.
https://doi.org/10.46690/capi.2022.01.02
[8] Dincer, I., Rosen, M.A., Khalid, F. 3.16 Thermal Energy Production. Comprehensive
Energy Systems, 2018; 3: 673-706. doi:10.1016/B978-0-12-809597-3.00335-7
[9] Jianliang, W. and Yongmei, B. Modelling World Natural Gas Production. Energy Reports
2020 November; 6: 1363–1372. https://doi.org/10.1016/j.egyr.2020.05.018
[10] Ahmad, T. and Zhang, D. A Critical Review of Comparative Global Historical Energy
Consumption and Future Demand: The Story Told So Far. Energy Reports 2020 November;
6: 1973–1991. https://doi.org/10.1016/j.egyr.2020.07.020
[11] Mohamadi-Baghmolaei, M., Sakhaei, Z., Azin, R., Osfouri, S., Zendehboudi, S., Shiri, H.,
et al. Modeling of Well Productivity Enhancement in a Gas-Condensate Reservoir through
Wettability Alteration: A Comparison between Smart Optimization Strategies. Journal of
Natural Gas Science & Engineering 2021 October; 94, 104059.
https://doi.org/10.1016/j.jngse.2021.104059
[12] Jessen, K. and Orr Jr, F.M. Gas Cycling and the Development of Miscibility in Condensate
Reservoirs. SPE Reservoir Evaluation & Engineering 2004 October: 334-341.
https://doi.org/10.2118/84070-PA
[13] Miller, N., Nasrabadi, H., Zhu, D. Application of Horizontal Wells to Reduce Condensate
Blockage in Gas Condensate Reservoirs. CPS/SPE International Oil & Gas Conference and
Exhibition in China held in Beijing, China, 2010 June 8–10; SPE 130996.
https://doi.org/10.2118/130996-MS
[14] Ikpeka, P., Izuwa, N., Omeh, C. Compositional Simulation of the Effect of Water Injection
on Gas Condensate Reservoir Performance. J Adv Res Petrol Tech Mgmt 2019; 5(1): 1-16.
https://doi.org/10.24321/2455.9180.201901
[15] Burachok, O., Kondrat, O., Matkivskyi, S., Pershyn, D. Comparative Evaluation of GasCondensate Enhanced Recovery Methods for Deep Ukrainian Reservoirs: Synthetic Case
Study. SPE Europec featured at 82nd EAGE Conference and Exhibition, Amsterdam, The
Netherlands, 2021 October; SPE-205149-MS. https://doi.org/10.2118/205149-MS
[16] Neshat, S.S., Okuno, R., Pope, G.A. Simulation of Water and Condensate Blockage and
Solvent Treatments in Tight Formations Using Coupled Three-Phase Flash and Capillary Pressure Models. SPE Improved Oil Recovery Conference held in Tulsa, Oklahoma, USA,
2018 April 14-18; SPE-190242-MS. https://doi.org/10.2118/190242-MS
[17] Karadkar, P., Bataweel, M., Bulekbay, A., Alshaikh, A.A. Energized Fluids for Upstream
Production Enhancement: A Review. SPE Kingdom of Saudi Arabia Annual Technical
Symposium and Exhibition held in Dammam, Saudi Arabia, 2018 April 23–26; SPE192255-MS. https://doi.org/10.2118/192255-MS
[18] Olabode, O.A., Egeonu, G.I. Effect of Horizontal Well Length Variation on Productivity of
Gas Condensate Well. International Journal of Applied Engineering Research 2017, ISSN
0973-4562; 12(20): 9271-9284. DOI:10.37622/000000
[19] Bernadi, B., Mohamed, I.N., Bairaq, A.M.A., Hosani, M.A.A., Abdullayev, A., Roopal, A.
A Comprehensive Study Developing and Maximizing the Recovery of Gas Condensate
from a Giant Onshore Abu Dhabi Gas Field Utilizing Advanced Condensate Tracking, Gas
Injection and Drilling Strategies in Next-generation Commercial Numerical Simulator. Abu
Dhabi International Petroleum Exhibition & Conference, Abu Dhabi, UAE, 2021
November; SPE-207765-MS. https://doi.org/10.2118/207765-MS
[20] Johnson, D.E., Fox, K.B., Burns, L.D., O'Mara, E.M. Carbonate Production Decline Rates
Are Reduced Through Improvements in Gelled Acid Technology. SPE Permian Basin Oil
and Gas Recovery Conference held in Midland, Texas,1988 March 10-11; SPE 17297.
https://doi.org/10.2118/17297-MS
[21] Domelen, M.S.V. and Jennings, A.R. Alternate Acid Blends for HPHT Applications.
Offshore Europe Conference held in Aberdeen, Scotland, 1995 September 5-8; SPE 30419.
https://doi.org/10.2118/30419-MS
[22] Mohamadi-Baghmolaei, M., Azin, R., Osfouri, S. Zendehboudi, S. Evaluation of Mass
Transfer Coefficient for Gas Condensates in Porous Systems: Experimental and Modeling.
Fuel 2019 November 1; 255, 115507. https://doi.org/10.1016/j.fuel.2019.05.090
[23] Hassan, A., Mahmoud, M., Al-Majed, A., Elsayed, M., Al-Nakhli, A., BaTaweel, M.
Performance Analysis of Thermochemical Fluids in Removing the Gas Condensate from
Different Gas Formations. Journal of Natural Gas Science and Engineering 2020 June; 78,
103333. https://doi.org/10.1016/j.jngse.2020.103333
[24] Karami, S., Saeedi Dehaghani, A.H., Hossein Seyed Mousavi, S.A. Condensate Blockage
Removal Using Microwave and Ultrasonic Waves: Discussion on Rock Mechanical and
Electrical Properties. Journal of Petroleum Science and Engineering 2020 October; 193,
107309. https://doi.org/10.1016/j.petrol.2020.107309
[25] Ainuddin, A., Aziz, N.A.A., Soom, N.A.A.M. Condensate Banking Removal: Study
on Ultrasonic Amplitude Effect. Journal of Petroleum Exploration and Production
Technology 2021; 11: 3559–3569. https://doi.org/10.1007/s13202-021-01257-4
[26] Polat, C. and Eren, T. Production Performance Comparison of Vertical and Horizontal
Wells in Tight Gas Condensate Reservoir with and without Dry Gas Injection. DEUFMD
2020; 23(67): 339-348. DOI:10.21205/deufmd.2021236730
[27] Phan, T., Kazempour, M., Nguyen, D., Nalco Champion Company. Treating Liquid
Banking Problem to Increase Shale Gas Wells Productivity. SPE International Conference
and Exhibition on Formation Damage Control held in Lafayette, Louisiana, USA, 2018
February 7-9; SPE-189523-MS. https://doi.org/10.2118/189523-MS
[28] Mirzaei-Paiaman, A., Faramarzi-Palangar, M., Djezzar, S., Kord, S. A New Approach to
Measure Wettability by Relative Permeability Measurements. Journal of Petroleum Science
and Engineering 2022 January; 208 B, 109191.
https://doi.org/10.1016/j.petrol.2021.109191
[29] Tang, G. and Firoozabadi, A. Relative Permeability Modification in Gas/Liquid Systems
Through Wettability Alteration to Intermediate Gas Wetting. SPE Reservoir Evaluation &
Engineering 2002 December: 427-436. https://doi.org/10.2118/81195-PA
[30] Hoseinpour, S., Madhi, M., Norouzi, H., Soulgani, B.S., Mohammadi, A.H. Condensate
Blockage Alleviation Around Gas-Condensate Producing Wells Using Wettability 

Alteration. Journal of Natural Gas Science and Engineering 2019 February; 62: 214-223.
https://doi.org/10.1016/j.jngse.2018.12.006
[31] Nowrouzi, I., Manshad, A.K., Mohammadi, A.H. Wettability Alteration and Enhanced Gas
Condensate Recovery by Treatment of Carbonate Reservoir Rock Using Supercritical
R134A and R404A Gases. Journal of Petroleum Exploration and Production Technology
2020; 10: 3751–3766. https://doi.org/10.1007/s13202-020-01002-3
[32] Ganie, K., Idris, A.K., Mohshim, D.F., Sulaiman, W.R.W., Saaid, I.M., Malik, A.A. A
Review on the Wettability Alteration Mechanism in Condensate Banking Removal. Journal
of Petroleum Science and Engineering 2019 December; 183, 106431.
https://doi.org/10.1016/j.petrol.2019.106431
[33] Arjomand, E., Myers, M., Hinai, N.M.A., Wood, C.D., Saeedi, A. Modifying the
Wettability of Sandstones Using Nonfluorinated Silylation: To Minimize the Water
Blockage Effect. Energy & Fuels 2020; 34 (1): 709-719.
https://doi.org/10.1021/acs.energyfuels.9b03432
[34] Joudeh, N. and Linke, D. Nanoparticle Classification, Physicochemical Properties,
Characterization, and Applications: A Comprehensive Review for Biologists. Journal of
Nanobiotechnology 2022; 20, 262. https://doi.org/10.1186/s12951-022-01477-8
[35] Khan, I., Saeed, K., Khan, I. Nanoparticles: Properties, Applications and Toxicities.
Arabian Journal of Chemistry 2019; 12: 908-931.
http://dx.doi.org/10.1016/j.arabjc.2017.05.011
[36] Raja, P.M.V., Khabashesku, V.N., Hughes, B. Environmental Consequences of Engineered
Nanomaterials: An Awareness Campaign to Promote Safe Nanotechnology and Dispel
Related Misconceptions. Offshore Technology Conference held in Houston, Texas, USA,
2015 May 4-7; OTC-26039-MS. https://doi.org/10.4043/26039-MS
[37] Franco, C.A., Zabala, R., Cortés, F.B. Nanotechnology Applied to the Enhancement of Oil
and Gas Productivity and Recovery of Colombian Fields. Journal of Petroleum Science and
Engineering 2017 August; 157: 39-55. DOI: 10.1016/j.petrol.2017.07.004
[38] Wu, J., Lei, Q., Xiong, C., Zhang, J., Li, J., Cao, G., et al. Prospect of Production
Optimization Challenges of Gas Wells with Liquid Loading Problem Using New Surfactant
and Nanotechnology. Offshore Technology Conference held in Houston, Texas, USA, 2015
May 4 –7; OTC-25745-MS. https://doi.org/10.4043/25745-MS
[39] Kong, X. and Ohadi, M.M. Applications of Micro and Nano Technologies in the Oil and
Gas Industry-An Overview of the Recent Progress. Abu Dhabi International Petroleum
Exhibition & Conference held in Abu Dhabi, UAE, 2010 November 1–4; SPE 138241.
https://doi.org/10.2118/138241-MS
[40] Okunade, O.A., Yekeen, N., Padmanabhan, E., Al-Yaseri, A., Idris, A.K., Khan, J.A. Shale
Core Wettability Alteration, Foam and Emulsion Stabilization by Surfactant: Impact of
Surfactant Concentration, Rock Surface Roughness and Nanoparticles. Journal of
Petroleum Science and Engineering 2021 December; 207, 109139.
https://doi.org/10.1016/j.petrol.2021.109139
[41] Lau, H.C., Yu, M., Nguyen, Q.P. Nanotechnology for Oilfield Applications: Challenges and
Impact. Abu Dhabi International Petroleum Exhibition & Conference held in Abu Dhabi,
UAE, 2016 November 7-10; SPE-183301-MS. https://doi.org/10.2118/183301-MS
[42] Hassan, A., Mahmoud, M., Al-Majed, A., Alawi, M.B., Elkatatny, S., BaTaweel, M., et al.
Gas Condensate Treatment: A Critical Review of Materials, Methods, Field Applications,
and New Solutions. Journal of Petroleum Science and Engineering 2019 June; 177: 602-
613. https://doi.org/10.1016/j.petrol.2019.02.089
[43] Mousavi, M.A., Hassanajili, Sh., Rahimpour, M.R. Synthesis of Fluorinated Nano-Silica
and Its Application in Wettability Alteration Near-Wellbore Region in Gas Condensate
Reservoirs. Applied Surface Science 2013 May; 273: 205–214.
http://dx.doi.org/10.1016/j.apsusc.2013.02.014
[44] Gao, N. and Yan, Y. Characterisation of Surface Wettability Based on Nanoparticles.
Nanoscale 2012; 4: 2202–2218. DOI: 10.1039/c2nr11736c
[45] Jin, J., Wang, Y., Wang, K., Ren, J., Bai, B., Dai, C. The Effect of FluorosurfactantModified Nano-Silica on the Gas-Wetting Alteration of Sandstone in a CH4-Liquid-Core
System. Fuel 2016 August; 178: 163–171. http://dx.doi.org/10.1016/j.fuel.2016.03.040

[46] Cai, Y., Li, J., Yi, L., Yan, X., Li, J. Fabricating Superhydrophobic and Oleophobic Surface
with Silica Nanoparticles Modified by Silanes and Environment-Friendly Fluorinated
Chemicals. Applied Surface Science 2018 August; 450: 102–111.
https://doi.org/10.1016/j.apsusc.2018.04.186
[47] Ahmadi, M., Sharma, M.M., Pope, G.A., Torres, D.E., McCulley, C.A., Linnemeyer, H.
Chemical Treatment to Mitigate Condensate and Water Blocking in Gas Wells in Carbonate
Reservoirs. Western North America Regional Meeting held in Anaheim, California, USA,
2010 May 26–30; SPE 133591. https://doi.org/10.2118/133591-MS
[48] Hill, D., Attia, H., Barron, A.R., Alexander, S. Size and Morphology Dependent Surface
Wetting Based on Hydrocarbon Functionalized Nanoparticles. Journal of Colloid and
Interface Science 2019 May; 543: 328-334. http://dx.doi.org/10.1016/j.jcis.2019.02.058
[49] Nguyen, H.N.G., Zhao, C., Millet, O., Selvadurai, A.P.S. Effects of Surface Roughness on
Liquid Bridge Capillarity and Droplet Wetting. Powder Technology 2021 January; 378 A:
487–496. https://doi.org/10.1016/j.powtec.2020.10.016
[50] Deng, X., Tariq, Z., Murtaza, M., Patil, S., Mahmoud, M., Kamal, M.S. Relative
Contribution of Wettability Alteration and Interfacial Tension Reduction in EOR: A Critical
Review. Journal of Molecular Liquids 2021 March; 325, 115175.
https://doi.org/10.1016/j.molliq.2020.115175
[51] Jin, J., Wang, Y., Wang, L., Zhang, X., Ren, J. The Influence of Gas-Wetting Nanofluid on
the Liquid-Blocking Effect of Condensate Reservoir. SPE Asia Pacific Oil & Gas
Conference and Exhibition held in Perth, Australia, 2016 October 25-27; SPE-182350-MS.
https://doi.org/10.2118/182350-MS
[52] Jin, J., Wang, Y., Nguyen, T.A.H., Nguyen, A.V., Wei, M., Bai, B. The Effect of GasWetting Nano-Particle on the Fluid Flowing Behavior in Porous Media. Fuel 2017 May;
196: 431–441. http://dx.doi.org/10.1016/j.fuel.2017.01.083
[53] Saboori, R., Azin, R., Osfouri, S., Sabbaghi, S., Bahramian, A. Wettability Alteration of
Carbonate Rocks from Strongly Liquid-Wetting to Strongly Gas-Wetting by FluorineDoped Silica Coated by Fluorosilane. Journal of Dispersion Science and Technology 2018;
39(6): 767-776. , DOI: 10.1080/01932691.2017.1388179
[54] Jin, J., Wang, Y., Zuo, J., Dai, C., Wang, K., Jiang, L., et al. Synthesis and Evaluation of
Gas-Wetting Alternation Agent for Liquid-Blocking Effect in Condensate Gas Reservoirs.
SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition held in Nusa Dua, Bali,
Indonesia, 2015 October 20 –22; SPE-176374-MS. https://doi.org/10.2118/176374-MS
[55] Li, K. and Firoozabadi, A. Experimental Study of Wettability Alteration to Preferential GasWetting in Porous Media and Its Effects. SPE Reservoir Eval. & Eng. 2000 April; 3(2):
139-149. https://doi.org/10.2118/62515-PA
[56] Zheng, C., Liu, F., Zhang, T., Huang, Z. Preparation of Fluoropolymer Nanoparticles
(FPNPs) Dispersion and Its Application as a Wetting Adjustment Agent for Sandstone
Rocks. Energy 2021 December; 237, 121648.
https://doi.org/10.1016/j.energy.2021.121648
[57] Sayed, M., Liang, F., Ow, H. Novel Surface Modified Nanoparticles for Long-Lasting
Mitigation of Water and Condensate Blockage in Gas Reservoirs. Offshore Technology
Conference held in Houston, Texas, USA, 2018 April 30–May 3; OTC-28712-MS.
https://doi.org/10.4043/28712-MS
[58] Al-Yami, A.M., Gomez, F.A., AlHamed, K.I., Al-Buali, M.H. A Successful Field
Application of a New Chemical Treatment in a Fluid Blocked Well in Saudi Arabia. SPE
Saudi Arabia section Annual Technical Symposium and Exhibition held in Khobar, Saudi
Arabia, 2013 May 19–22; SPE 168086. https://doi.org/10.2118/168086-MS
[59] Sakhaei, Z., Azin, R., Naghizadeh, A., Osfouri, S., Saboori, R., Vahdani, H. Application of
Fluorinated Nanofluid for Production Enhancement of a Carbonate Gas-Condensate
Reservoir Through Wettability Alteration. Mater. Res. Express 2018; 5(3), 035008.
DOI: 10.1088/2053-1591/aab176

[60] Wang, D., Ge, H., Wang, X., Wang, J., Meng, F., Suo, Y., et al. A Novel Experimental
Approach for Fracability Evaluation in Tight-Gas Reservoirs. Journal of Natural Gas
Science and Engineering 2015 March; 23: 239-249.
http://dx.doi.org/10.1016/j.jngse.2015.01.039
[61] Franco-Aguirre, M., Zabala, R., Lopera, S.H., Franco, C.A., Cortés, F.B. Interaction of
Anionic Surfactant-Nanoparticles for Gas-Wettability Alteration of Sandstone in Tight GasCondensate Reservoirs. Journal of Natural Gas Science & Engineering 2018 March; 51: 53-
64. DOI: 10.1016/j.jngse.2017.12.027
[62] Naghizadeh, A., Azin, R., Osfouri, S., Fatehi, R. Wettability Alteration of Calcite and
Dolomite Carbonates Using Silica Nanoparticles Coated with Fluorine Groups. Journal of
Petroleum Science and Engineering 2020 May; 188, 106915.
https://doi.org/10.1016/j.petrol.2020.106915
[63] Yang, L., Zhijiang, K., Zhaojie, X., Songqing, Z. Theories and Practices of Carbonate
Reservoirs Development in China. PETROL. EXPLOR. DEVELOP. 2018 August; 45(4):
712–722. https://doi.org/10.1016/S1876-3804(18)30074-0
[64] Retnanto, A. and Ryan, A. Enhancing Ultimate Recovery in Mature Carbonate Reservoirs
by Managing Uncertainties in Stimulation Design. International Petroleum Technology
Conference held in Kuala Lumpur, Malaysia, 2014 December 10 –12; IPTC-18030-MS.
https://doi.org/10.2523/IPTC-18030-MS
[65] Sayed, M., Ow, H., Saini, R., Wang, Z. Wettability Alteration Using Functionalized
Nanoparticles with Tailored Adhesion to the Rock Surface for Condensate Banking
Mitigation. The Canadian Journal of Chemical Engineering 2022 June; 100(6): 1265-1284.
https://doi.org/10.1002/cjce.24228
[66] Ganie, K., Mohshim, D.F., Saaid, I.M., Sulaiman, W.R.W., Idris, A.K. Synthesis and
Characterization of a New Surface-Modified Nanoparticle Using Fluoroalkanoic Acids as
a Wettability Alteration Agent. Journal of Nanomaterials 2020; 2020, Article ID 8814260.
https://doi.org/10.1155/2020/8814260
[67] Tu, H., Zhou, M., Gu, Y., Guo, X. Preparation and Characterization of Super
Hydrophobic/Oleophobic Material and Its Application in Releasing Liquid Locking in Tight
Condensate Gas Reservoirs. Journal of Petroleum Science and Engineering 2022 May; 212,
110281. https://doi.org/10.1016/j.petrol.2022.110281
[68] Kataya, A., Khamehchi, E., Bijani, M. The Impact of Salinity, Alkalinity and Nanoparticle
Concentration on Zeta-Potential of Sand Minerals and Their Implication on Sand
Production. Energy Geoscience 2022 July; 3(3): 314-322.
https://doi.org/10.1016/j.engeos.2022.04.006
[69] Mishra, S. and Ojha, K. Nanoparticle Induced Chemical System for Consolidating Loosely
Bound Sand Formations in Oil Fields. Journal of Petroleum Science and Engineering 2016
November; 147: 15–23. http://dx.doi.org/10.1016/j.petrol.2016.05.005
[70] Alakbari, F.S., Mohyaldinn, M.E., Muhsan, A.S., Hasan, N., Ganat, T. Chemical Sand
Consolidation: From Polymers to Nanoparticles. Polymers 2020; 12(5), 1069.
doi:10.3390/polym12051069
[71] Gotz, A., Beggel, S., Geist, J. Dietary Exposure to Four Sizes of Spherical Polystyrene,
Polylactide and Silica Nanoparticles Does Not Affect Mortality, Behaviour, Feeding and
Energy Assimilation of Gammarus Roeseli. Ecotoxicology and Environmental Safety 2022
June; 238, 113581. https://doi.org/10.1016/j.ecoenv.2022.113581
[72] Abdel-Latif, H.M.R., Shukry, M., Euony, O.I.E., Soliman, M.M., Noreldin, A.E., Ghetas,
H.A., et al. Hazardous Effects of SiO2 Nanoparticles on Liver and Kidney Functions,
Histopathology Characteristics, and Transcriptomic Responses in Nile Tilapia
(Oreochromis niloticus) Juveniles. Biology 2021; 10(3), 183.
https://doi.org/10.3390/biology10030183
[73] Zhang, Z., Zhao, L., Ma, Y., Liu, J., Huang, Y., Fu, X., et al. Mechanistic Study of Silica
Nanoparticles on the Size-Dependent Retinal Toxicity in Vitro and in Vivo. Journal of
Nanobiotechnology 2022; 20, 146. https://doi.org/10.1186/s12951-022-01326-8
[74] Abbasi, F., Samaei, M.R., Hashemi, H., Savardashtaki, A., Azhdarpoor, A., Fallahi, M.J.,
et al. The Toxicity of SiO2 NPs on Cell Proliferation and Cellular Uptake of Human Lung
Fibroblastic Cell Line During the Variation of Calcination Temperature and Its Modeling by Artificial Neural Network. Journal of Environmental Health Science and Engineering
2021; 19: 985–995. https://doi.org/10.1007/s40201-021-00663-4
[75] Rahimzadeh, C.Y., Barzinjy, A.A., Mohammed, A.S., Hamad, S.M. Green Synthesis of
SiO2 Nanoparticles from Rhus Coriaria L. Extract: Comparison with Chemically
Synthesized SiO2 Nanoparticles. PLoS ONE 2022; 17(8): e0268184.
https://doi.org/10.1371/journal.pone.0268184
[76] Zhu, B., Han, J., Lei, L., Hua, J., Zuo, Y., Zhou, B. Effects of SiO2 Nanoparticles on the
Uptake of Tetrabromobisphenol A and Its Impact on the Thyroid Endocrine System in
Zebrafish Larvae. Ecotoxicology and Environmental Safety 2021 February; 209, 111845.
https://doi.org/10.1016/j.ecoenv.2020.111845
[77] Nwidee L.N., Barifcani A., Sarmadivaleh M., Iglauer S. Nanofluids as Novel Alternative
Smart Fluids for Reservoir Wettability Alteration [Internet]. Novel Nanomaterials -
Synthesis and Applications. InTech; 2018. http://dx.doi.org/10.5772/intechopen.72267.
[78] Esmaeilzadeh, P., Sadeghi, M.T., Fakhroueian, Z., Bahramian, A., Norouzbeigi, R.
Wettability Alteration of Carbonate Rocks from Liquid-Wetting to Ultra Gas-Wetting
Using TiO2, SiO2 and CNT Nanofluids Containing Fluorochemicals, for Enhanced Gas
Recovery. Journal of Natural Gas Science & Engineering 2015 September; 26: 1294-1305.
DOI: 10.1016/j.jngse.2015.08.037
[79] Esmaeilzadeh, P. and Sadeghi, M.T. Wettability Alteration in Near-Wellbore Regions of
Gas Reservoirs to Mitigate Liquid Blockage Using Super Water- and Oil-Repellent
ZnO/SiO2 Nanofluid Treatment. Journal of Gas Technology (JGT) 2017 May; 2(1): 16-30.
DOR: 20.1001.1.25885596.2017.2.1.2.1
[80] Esmaeilzadeh, P., Sadeghi, M.T., Bahramian, A. Production Improvement in Gas
Condensate Reservoirs by Wettability Alteration, Using Superamphiphobic Titanium Oxide
Nanofluid. Oil & Gas Science and Technology - Rev. IFP Energies Nouvelles 2018; 73, 46.
https://doi.org/10.2516/ogst/2018057
[81] Safaei, A., Esmaeilzadeh, F., Sardarian, A., Mousavi, S.M., Wang, X. Experimental
Investigation of Wettability Alteration of Carbonate Gas-Condensate Reservoirs from OilWetting to Gas-Wetting Using Fe3O4 Nanoparticles Coated with Poly (Vinyl Alcohol),
(PVA) or Hydroxyapatite (HAp). Journal of Petroleum Science and Engineering 2020
January; 184, 106530. DOI: https://doi.org/10.1016/j.petrol.2019.106530
[82] Aminnaji, M., Fazeli, H., Bahramian, A., Gerami, S., Ghojavand, H. Wettability Alteration
of Reservoir Rocks from Liquid Wetting to Gas Wetting Using Nanofluid. Transport in
Porous Media 2015; 109: 201–216. DOI: 10.1007/s11242-015-0509-6
[83] Gahrooei, H.R.E. and Ghazanfari, M.H. Application of a Water Based Nanofluid for
Wettability Alteration of Sandstone Reservoir Rocks to Preferentially Gas Wetting
Condition. Journal of Molecular Liquids 2017 April; 232: 351-360. DOI:
10.1016/j.molliq.2017.02.097
[84] Shayesteh, M., Tabar, M.A., Shafiei, Y., Fakhroueian, Z., Ghazanfari, M.H. On The
Adsorption Behavior of a Fluorochemical onto Carbonate Rock with The Application of
Wettability Alteration to a Gas Wetting Condition. Journal of Molecular Liquids 2021
March; 326, 115031. https://doi.org/10.1016/j.molliq.2020.115031
[85] Gahrooei, H.R.E., Ghazanfari, M.H., Malekabadi, F.K. Wettability Alteration of Reservoir
Rocks to Gas Wetting Condition: A Comparative Study. DOI: 10.1002/cjce.23023.
[86] Gahrooei, H.R.E. and Ghazanfari, M.H. Toward a Hydrocarbon-Based Chemical for
Wettability Alteration of Rreservoir Rocks to Gas Wetting Condition: Implications to Gas
Condensate Reservoirs. Journal of Molecular Liquids 2017 December; 248: 100-111.
DOI:10.1016/j.molliq.2017.10.043
[87] Hoseinpour, S., Madhi, M., Norouzi, H., Moezi, S., Soulgani, B.S., Mohammadi, A.H.
Fluoro-Chemical Foam Injection for Wettability Alteration of Ssandstone and Carbonate
Reservoirs Rocks towards Gas-Wet State. Journal of Natural Gas Science and Engineering
2021 July; 91, 103943. https://doi.org/10.1016/j.jngse.2021.103943

[88] Tabar, M.A., Shafiei, Y., Shayesteh, M., Monfared, A.D., Ghazanfari, M.H. Wettability
Alteration of Calcite Rock from Gas-Repellent to Gas-Wet using a Fluorinated Nanofluid:
A Surface Analysis Study. Journal of Natural Gas Science and Engineering 2020
November; 83, 103613. https://doi.org/10.1016/j.jngse.2020.103613
[89] Wang, J., Zhou, F., Xue, Y., Yao, E., Zhang, L., Fan, F., et al. The Adsorption Properties
of a Novel Ether Nanofluid for Gas Wetting of Tight Sandstone Reservoir. Petroleum
Science and Technology 2019; 37(12): 1436-1454. DOI: 10.1080/10916466.2019.1590402
[90] Wang, J., Zhou, F., Zhang, L., Xue, Y., Yao, E., Li, Y., et al. Study on Reason Analysis and
Removal Solution on Water Locking Damage in Tight Sandstone Reservoirs. Journal of
Dispersion Science and Technology 2020; 41(12): 1849-1858. DOI:
10.1080/01932691.2019.1637754
[91] Ahmadi, R., Farmani, Z., Osfouri, S., Azin, R. Condensate Blockage Remediation in a Gas
Reservoir through Wettability Alteration using Natural CaCO3 Nanoparticles. Colloids and
Surfaces A: Physicochemical and Engineering Aspects 2019 October 20; A 579, 123702.
https://doi.org/10.1016/j.colsurfa.2019.123702
[92] Seif, F., Azin, R., Osfouri, S. Reduction of Condensate Trapping by CaCO3 Nanofluid
Injection: Experimental Study in Sandpack. Journal of Oil, Gas and Petrochemical
Technology, 2021; 8(2): 36-46. DOI:10.22034/JOGPT.2022.281585.1095
[93] Shayan, M. and Esmaeilnezhad, E. Utilizing Commercial Water-Based Nanofluid for
Wettability Alteration of Carbonate Rocks and Its Application for Enhanced Gas Recovery.
The 11th International Chemical Engineering Congress & Exhibition (IChEC 2020)
Fouman, Iran, 2020 April 15-17.
[94] Wang, Y., Li, Y., Wang, Q., Liang, L., Tang, L., Zhang, C., et al. Design of FluorineModified Nanocrystalline Cellulose Achieving Super Gas-Wetting Alteration of Reservoir
Cores. Journal of Molecular Liquids 2021 July 1; 333, 115933.
https://doi.org/10.1016/j.molliq.2021.115933
[95] Lam, E., Male, K.B., Chong, J.H., Leung, A.C.W., Luong, J.H.T. Applications of
Functionalized and Nanoparticle-Modified Nanocrystalline Cellulose. Trends in
Biotechnology 2012 May; 30(5): 283-290. DOI:10.1016/j.tibtech.2012.02.001
[96] Holilah H., Bahruji H., Ediati R., Asranudin A., Jalil A.A., Piluharto B., et al. Uniform Rod
and Spherical Nanocrystalline Celluloses from Hydrolysis of Industrial Pepper Waste (Piper
Nigrum L.) Using Organic Acid and Inorganic Acid. Int J Biol Macromol. 2022 April.
https://doi.org/10.1016/j.ijbiomac.2022.02.045
[97] Almashhadani, A.Q., Leh, C.P., Chan, S., Lee, C.Y., Goh, C.F. Nanocrystalline Cellulose
Isolation via Acid Hydrolysis from Non-Woody Biomass: Importance of Hydrolysis
Parameters. Carbohydrate Polymers 2022 June; 286, 119285.
https://doi.org/10.1016/j.carbpol.2022.119285
[98] Ioelovich, M. Nanocelluloses and Their Potential Applications. Scientific Israel ‒
Technological Advantages 2022; 24(1): 50-66.
[99] Sepehrinia, K. and Mohammadi, A. Wettability Alteration Properties of Fluorinated Silica
Nanoparticles in Liquid-Loaded Pores: An Atomistic Simulation. Applied Surface Science
2016 May 15; 371: 349–359. http://dx.doi.org/10.1016/j.apsusc.2016.02.218
[100] Moncayo-Riascos, I., Franco, C.A., Cortes, F.B. Dynamic Molecular Modeling and
Experimental Approach of Fluorocarbon Surfactant-Functionalized SiO2 Nanoparticles for
Gas-Wettability Alteration on Sandstones. Journal of Chemical & Engineering Data 2019;
64(5): 1860-1872. DOI: 10.1021/acs.jced.8b00910
[101] Gaedt., K. and Holtje., H. Consistent Valence Force-Field Parameterization of Bond
Lengths and Angles with Quantum Chemical Ab Initio Methods Applied to Some
Heterocyclic Dopamine D3 -Receptor Agonists. Journal of Computational Chemistry 1998;
19(8): 935-946. https://doi.org/10.1002/(SICI)1096-987X(199806)19:8<935::AIDJCC12>3.0.CO;2-6
[102] Martin, M.G. and Siepmann, J.I. Transferable Potentials for Phase Equilibria. 1. UnitedAtom Description of n-Alkanes. J. Phys. Chem. B 1998; 102(14): 2569-2577.
https://doi.org/10.1021/jp972543+
[103] Berendsen, H.J.C., Grigera, J.R., Straatsma, T.P. The Missing Term in Effective Pair
Potentials. J. Phys. Chem. 1987; 91(24): 6269-6271. https://doi.org/10.1021/j100308a038

[104] Villegas, J.P., Moncayo-Riascos, I., Galeano-Caro, D., Riazi, M., Franco, C.A., Cortes, F.B.
Functionalization of γ-Alumina and Magnesia Nanoparticles with a Fluorocarbon
Surfactant to Promote Ultra-Gas-Wet Surfaces: Experimental and Theoretical Approach.
ACS Applied Materials & Interfaces 2020; 12(11): 13510-13520.
https://dx.doi.org/10.1021/acsami.9b22383
[105] Lid, S., Köppen, S., Ciacchi, L.C. Creation of Models and Parametrization of a Classical
Force Field for Amorphous Al2O3/water Interfaces Based on Density Functional Theory.
Computational Materials Science 2017 December; 140: 307–314.
http://dx.doi.org/10.1016/j.commatsci.2017.09.003
[106] Galeano-Caro, D., Villegas, J.P., Sanchez, J.H., Cortes, F.B., Lopera, S.H., Franco, C.A.
Injection of Nanofluids with Fluorosurfactant-Modified Nanoparticles Dispersed in a Flue
Gas Stream at Very Low Concentration for Enhanced Oil Recovery (EOR) in Tight Gas−
Condensate Reservoirs. Energy & Fuels 2020; 34(10): 12517-12526.
https://dx.doi.org/10.1021/acs.energyfuels.0c02689
[107] Tabar, M.Z., Ghazanfari, M.H., Monfared, A.D. On The Size-Dependent Behavior of Drop
Contact Angle in Wettability Alteration of Reservoir Rocks to Preferentially Gas Wetting
Using Nanofluid. Journal of Petroleum Science and Engineering 2019 July; 178: 1143-
1154. https://doi.org/10.1016/j.petrol.2019.04.035
[108] Naik, S., You, Z., Bedrikovetsky, P. Effect of Wettability Alteration on Productivity
Enhancement in Unconventional Gas Reservoirs: Application of Nanotechnology. SPE
Asia Pacific Unconventional Resources Conference and Exhibition held in Brisbane,
Australia, 2015 November 9 –11; SPE-177021-MS. https://doi.org/10.2118/177021-MS
[109] Naik, S., You, Z., Bedrikovetsky, P. Prevention of Water-Blocking Formation Damage in
Gas Reservoirs Wettability Alteration, Analytical Modelling. SPE Asia Pacific Oil & Gas
Conference and Exhibition held in Perth, Australia, 2016 October 25-27; SPE-182283-MS.
https://doi.org/10.2118/182283-MS
[110] Naik, S., You, Z., Bedrikovetsky, P. Productivity Index Enhancement by Wettability
Alteration in Two-Phase Compressible Flows. Journal of Natural Gas Science and
Engineering 2018 February; 50: 101-114. https://doi.org/10.1016/j.jngse.2017.11.007
[111] Berman, L. and Mirotchnik, K. Enhancement of Productivity in Oil and Gas-Condensate
Wells by the Artificial Alteration of Wettability. J. Can. Petrol. Technol 2005 November;
44(11): 15-19. https://doi.org/10.2118/05-11-TN2
[112] Naik, S., Malgaresi, G., You, Z., Bedrikovetsky, P. Well Productivity Enhancement by
Applying Nanofluids for Wettability Alteration. The APPEA Journal 2018; 58(1): 121–129.
https://doi.org/10.1071/AJ17149
[113] Reis, P.K.P. and Carvalho, M.S. Pore-Scale Analysis of Condensate Blockage Mitigation
by Wettability Alteration. Energies 2020; 13(18), 4673. DOI:10.3390/en13184673
[114] Ajagbe, O., Weiss, M., Fahes, M. Economic Evaluation of Wettability Alteration towards
the Alleviation of Condensate Blocking. SPE International Conference and Exhibition on
Formation Damage Control held in Lafayette, Louisiana, USA, 2018 February 7-9; SPE189529-MS. https://doi.org/10.2118/189529-MS
[115] Zoghbi, B., Fahes, M.M., Nasrabadi, H. Identifying the Optimum Wettability Conditions
for the Near-Wellbore Region in Gas-Condensate Reservoirs. SPE Tight Gas Completions
Conference held in San Antonio, Texas, USA, 2010 November 2-3; SPE 134966.
https://doi.org/10.2118/134966-MS
[116] Mohamadi-Baghmolaei, M., Sakhaei, Z., Azin, R., Osfouri, S., Zendehboudi, S., Shiri, H.,
et al. Modeling of Well Productivity Enhancement in a Gas-Condensate Reservoir through
Wettability Alteration: A Comparison between Smart Optimization Strategies. Journal of
Natural Gas Science & Engineering 2021 October; 94, 104059.
https://doi.org/10.1016/j.jngse.2021.104059
[117] El Cheikh Ali, N., Zoghbi, B., Fahes, M., Nasrabadi, H., Retnanto, A., The Impact of NearWellbore Wettability on The Production of Gas and Condensate: Insights from Experiments and Simulations. Journal of Petroleum Science and Engineering 2019 April; 175: 215-223.
https://doi.org/10.1016/j.petrol.2018.12.029
[118] Fahes, M. and Firoozabadi, A. Wettability Alteration to Intermediate Gas-Wetting in GasCondensate Reservoirs at High Temperatures. SPE Journal 2007 December: 397-407.
https://doi.org/10.2118/96184-PA
[119] Zheng, Y. and Rao, D.N. Experimental Study of Spreading and Wettability Effects by
Surfactants in Condensate Reservoirs at Reservoir Conditions. SPE International
Symposium on Oilfield Chemistry held in The Woodlands, Texas, USA, 2011 April 11–13;
SPE 141016. https://doi.org/10.2118/141016-MS
[120] Zheng, Y. and Rao, D.N. Surfactant-Induced Spreading and Wettability Effects in
Condensate Reservoirs. SPE Improved Oil Recovery Symposium held in Tulsa, Oklahoma,
USA, 2010 April 24–28; SPE 129668. https://doi.org/10.2118/129668-MS
[121] Esmaeilzadeh, P., Sadeghi, M.T., Bahramian, A., Fakhroueian, Z., Zarbakhsh, A.
Superamphiphobic Surfaces Prepared by Coating Multifunctional Nanofluids. ACS
Applied Materials & Interfaces 2016; 8(46): 32011-32020.
https://doi.org/10.1021/acsami.6b10913