[1] Robinson E, Robbins RC (1970) Gaseous sulfur pollutants from urban and natural sources. J Air Pollut Control Assoc 20(4):233–235. https://doi.org/10.1080/00022470.1970.10469396.
[2] Saleh TA (ed) (2019) Nanocomposites for the desulfurization of fuels. IGI Global, Hershey. https://doi.org/10.4018/978-1-7998-2146-5.
[3] Srivastava VC (2012) An evaluation of desulfurization technologies for sulfur removal from liquid fuels. RSC Adv 2(3):759–783. https://doi.org/10.1039/C1RA00309G.
[4] Fox BR, Brinich BL, Male JL, Hubbard RL, Siddiqui MN, Saleh TA, Tyler DR (2015) Enhanced oxidative desulfurization in a film-shear reactor. Fuel 156:142–147. https://doi.org/10.1016/j.fuel.2015.04.028.
[5] Rajendran A, Cui TY, Fan HX, Yang ZF, Feng J, Li WY (2020) A comprehensive review on oxidative desulfurization catalysts targeting clean energy and environment. J Mater Chem A 8(5):2246–2285. https://doi.org/10.1039/C9TA12555H.
[6] Di Giuseppe A, Crucianelli M, De Angelis F, Crestini C, Saladino R (2009) Efficient oxidation of thiophene derivatives with homogeneous and heterogeneous MTO/H2O2 systems: a novel approach for oxidative desulfurization (ODS) of diesel fuel. Appl Catal B Environ 89(1–2):239–245. https://doi.org/10.1016/j.apcatb.2009.02.009.
[7] Chica A, Corma A, Dómine ME (2006) Catalytic oxidative desulfurization (ODS) of diesel fuel on a continuous fixed-bed reactor. J Catal 242(2):299–308. https://doi.org/10.1016/j.jcat.2006.06.013.
[8] Alshammari DA, Obaidullah AJ, Khasawneh MA, El-Sakhawy MA, Elkholi SM, Albaghdadi MF (2023) Theoretical investigations on the purification of petroleum using catalytic hydrodesulfurization process: AI optimization of SO2 emission and process cost. Eng Appl Artif Intell 126:106828. https://doi.org/10.1016/j.engappai.2023.106828.
[9] Pham DD, Nguyen TM, Ho TH, Le QV, Nguyen DLT (2024) Advancing hydrodesulfurization in heavy oil: recent developments, challenges, and future prospects. Fuel 372:132082. https://doi.org/10.1016/j.fuel.2024.132082
[10] Kokliukhin A, Nikulshina M, Mozhaev A, Lancelot C, Lamonier C, Nuns N, Blanchard P, Bugaev A, Nikulshin P (2021) Bulk hydrotreating MonW12-nS2 catalysts based on SiMonW12-n heteropolyacids prepared by alumina elimination method. Catal Today 377:26–37. https://doi.org/10.1016/j.cattod.2020.07.018.
[11] Stylianou M, Samanides CG, Vyrides I, Agapiou A (2023) High biodesulfurization efficiency of oil by aerobic (Burkholderia sp. and Serratia sp.) and anaerobic bacteria using various additives. Energy 282:128950. https://doi.org/10.1016/j.energy.2023.128950.
[12] Kalita M, Sangannavar PA, Chutia M, Jha DK, Sathyanarayana K, Kumar JS, Subrahmanyam G (2022) Microbial biodesulfurization: a sustainable technology for refining fossil fuels. In: Microbial Resource Technologies for Sustainable Development. Elsevier, pp 333–351. https://doi.org/10.1016/B978-0-323-90590-9.00019-5.
[13] Dinamarca MA, Ibacache-Quiroga C, Baeza P, Galvez S, Villarroel M, Olivero P, Ojeda J (2010) Biodesulfurization of gas oil using inorganic supports biomodified with metabolically active cells immobilized by adsorption. Bioresour Technol 101(7):2375–2378. https://doi.org/10.1016/j.biortech.2009.11.086.
[14] Kilbane JJ, Stark B (2016) Biodesulfurization: a model system for microbial physiology research. World J Microbiol Biotechnol 32(8):137. https://doi.org/10.1007/s11274-016-2084-6.
[15] Khan N, Srivastava VC (2021) Quaternary ammonium salts-based deep eutectic solvents: utilization in extractive desulfurization. Energy Fuels 35(15):12734–12745. https://doi.org/10.1021/acs.energyfuels.1c01220
[16] Jha D, Maheshwari P, Singh Y, Haider MB, Kumar R, Balathanigaimani MS (2023) A comparative review of extractive desulfurization using designer solvents: ionic liquids & deep eutectic solvents. J Energy Inst 110:101313. https://doi.org/10.1016/j.joei.2023.101313
[17] Li H, Ran H, Zhang Y, Yin J, Zhang J, He J, Jiang W, Zhu L, Li H (2023) Atomically dispersed aluminum sites in hexagonal boron nitride nanofibers for boosting adsorptive desulfurization performance. Inorg Chem 62(43):17883–17893. https://doi.org/10.1021/acs.inorgchem.3c02703.
[18] Tian F, Shen Q, Fu Z, Wu Y, Jia C (2014) Enhanced adsorption desulfurization performance over hierarchically structured zeolite Y. Fuel Process Technol 128:176–182. https://doi.org/10.1016/j.fuproc.2014.07.018.
[19] Dehghan R, Anbia M (2017) Zeolites for adsorptive desulfurization from fuels: a review. Fuel Process Technol 167:99–116. https://doi.org/10.1016/j.fuproc.2017.06.015.
[20] Sarda KK, Bhandari A, Pant KK, Jain S (2012) Deep desulfurization of diesel fuel by selective adsorption over Ni/Al2O3 and Ni/ZSM-5 extrudates. Fuel 93:86–91. https://doi.org/10.1016/j.fuel.2011.10.020.
[21] Humadi JI, Nawaf AT, Jarullah AT, Ahmed MA, Hameed SA, Mujtaba IM (2023) Design of new nano-catalysts and digital basket reactor for oxidative desulfurization of fuel: experiments and modelling. Chem Eng Res Des 190:634–650. https://doi.org/10.1016/j.cherd.2022.12.043.
[22] Hasannia S, Kazemeini M, Rashidi A, Seif A (2020) The oxidative desulfurization process performed upon a model fuel utilizing modified molybdenum-based nanocatalysts: experimental and density functional theory investigations under optimally prepared and operated conditions. Appl Surf Sci 527:146798. https://doi.org/10.1016/j.apsusc.2020.146798.
[23] Ding Y, Wang J, Liao M, Li J, Zhang L, Guo J, Wu H (2021) Deep oxidative desulfurization of dibenzothiophene by novel POM-based IL immobilized on well-ordered KIT-6. Chem Eng J 418:129470. https://doi.org/10.1016/j.cej.2021.129470.
[24] Wang Q, Wang H, Zhong J, Qi Z, Chen J, Ye C, Qiu T (2023) Novel high-activity Al2O3@ZrXPTA catalysts and their catalytic oxidative desulfurization, mechanism, and molding. Ind Eng Chem Res 62(6):2525–2535. https://doi.org/10.1021/acs.iecr.2c03730.
[25] Luna ML, Alvarez-Amparán MA, Cedeño-Caero L (2019) Performance of WOx–VOx based catalysts for ODS of dibenzothiophene compounds. J Taiwan Inst Chem Eng 95:175–184. https://doi.org/10.1016/j.jtice.2018.06.010
[26] Li H, Dong L, Zhao L (2017) Enhanced adsorption desulfurization performance over mesoporous ZSM-5 by alkali treatment. Ind Eng Chem Res 56(14):3813–3821. https://doi.org/10.1021/acs.iecr.6b05053.
[27] Garba ZN, Hamza SA, Ratanatamskul C (2024) A novel copper modified microcrystalline cellulose (Cu-MCC) for treatment of crude oil-contaminated water. J Water Process Eng 67:106293. https://doi.org/10.1016/j.jwpe.2024.106293.
[28] Shi Y, Wang J, Wang Y, Kong F, Zhou R (2022) Synergistic effect in bimetal Cr-Pt/ZSM-5 catalysts with high activity for CVOCs low-temperature removal. J Environ Chem Eng 10(3):107629. https://doi.org/10.1016/j.jece.2022.107629.
[29] Schmidt R, Stöcker M, Hansen E, Akporiaye D, Ellestad OH (1995) MCM-41: a model system for adsorption studies on mesoporous materials. Microporous Mater 3(4–5):443–448. https://doi.org/10.1016/0927-6513(94)00055-Z.
[30] Sabarish R, Unnikrishnan G (2019) Synthesis, characterization and evaluations of micro/mesoporous ZSM-5 zeolite using starch as bio template. SN Appl Sci 1(9):989. https://doi.org/10.1007/s42452-019-1036-9.
[31] Kampouraki ZC, Giannakoudakis DA, Nair V, Hosseini-Bandegharaei A, Colmenares JC, Deliyanni EA (2019) Metal organic frameworks as desulfurization adsorbents of DBT and 4,6-DMDBT from fuels. Molecules 24(24):4525. https://doi.org/10.3390/molecules24244525.
[32] Kassaye S, Gupta D, Pant KK, Jain S (2022) Valorization of microcrystalline cellulose using heterogeneous protonated zeolite catalyst: an experimental and kinetics approach. Reactions 3(2):283–299. https://doi.org/10.3390/reactions3020021.
[33] Baamran K, Rownaghi AA (2024) Direct conversion of CO2 to olefins over a Cr2O3/ZSM-5@CaO cooperative and bifunctional material under isothermal conditions. ACS Sustain Chem Eng 12:17783–17792. https://doi.org/10.1021/acssuschemeng.4c0684134.
[34] Gao Y, Zheng B, Wu G, Ma F, Liu C (2016) Effect of the Si/Al ratio on the performance of hierarchical ZSM-5 zeolites for methanol aromatization. RSC Adv 6:83581–83588. https://doi.org/10.1039/C6RA17084F.
[35] Ding YL, Wang HQ, Xiang M, Yu P, Li RQ, Ke QP (2020) The effect of Ni-ZSM-5 catalysts on catalytic pyrolysis and hydro-pyrolysis of biomass. Front Chem 8:790. https://doi.org/10.3389/fchem.2020.00790
[36] Mguni LL, Nkomzwayo T, Yao Y (2024) Effect of support and NiO loading on adsorptive desulfurization of diesel fuel. Sep Sci Technol 59(1):122–137. https://doi.org/10.1080/01496395.2024.2315616
[37] Shimura K, Yoshida S, Oikawa H, Fujitani T (2023) Impacts of Ni-loading method on the structure and the catalytic activity of NiO/SiO2–Al2O3 for ethylene oligomerization. Catalysts 13:1303. https://doi.org/10.3390/catal13091303.
[38] Hossain MN, Park HC, Choi HS (2019) A comprehensive review on catalytic oxidative desulfurization of liquid fuel oil. Catalysts 9(3):229. https://doi.org/10.3390/catal9030229.
[39] Kumar S, Srivastava VC, Badoni RP (2012) Oxidative desulfurization by chromium promoted sulfated zirconia. Fuel Process Technol 93(1):18–25. https://doi.org/10.1016/j.fuproc.2011.08.017.
[40] Humadi JI, Nawaf AT, Jarullah AT, Ahmed MA, Hameed SA, Mujtaba IM (2023) Design of new nano-catalysts and digital basket reactor for oxidative desulfurization of fuel: experiments and modelling. Chem Eng Res Des 190:634–650. https://doi.org/10.1016/j.cherd.2022.12.043.
[41] Hasannia S, Kazemeini M, Rashidi A, Seif A (2020) The oxidative desulfurization process performed upon a model fuel utilizing modified molybdenum-based nanocatalysts: experimental and density functional theory investigations under optimally prepared and operated conditions. Appl Surf Sci 527:146798. https://doi.org/10.1016/j.apsusc.2020.146798.
[42] Ding Y, Wang J, Liao M, Li J, Zhang L, Guo J, Wu H (2021) Deep oxidative desulfurization of dibenzothiophene by novel POM-based IL immobilized on well-ordered KIT-6. Chem Eng J 418:129470. https://doi.org/10.1016/j.cej.2021.129470.
[43] Wang Q, Wang H, Zhong J, Qi Z, Chen J, Ye C, Qiu T (2023) Novel high-activity Al2O3@ZrXPTA catalysts and their catalytic oxidative desulfurization, mechanism, and molding. Ind Eng Chem Res 62(6):2525–2535. https://doi.org/10.1021/acs.iecr.2c03730.
[44] Hossain MA, Jhung SH (2024) Supported chromium nitride: a new catalyst for oxidative desulfurization of liquid fuel. Fuel 372:132178. https://doi.org/10.1016/j.fuel.2024.132178
[45] Haboc MM, Dugos NP, Choi AES, Wan MW (2024) Enhancing oxidative desulfurization using sludge-derived ferrate (VI) for dibenzothiophene: an optimization study. J Clean Prod 470:143307. https://doi.org/10.1016/j.jclepro.2024.143307.
[46] Mahmoudabadi ZS, Rashidi A, Tavasoli A (2021) Synthesis of two-dimensional TiO2@multi-walled carbon nanotube nanocomposites as smart nanocatalyst for ultra-deep oxidative desulfurization of liquid fuel: optimization via response surface methodology. Fuel 306:121635. https://doi.org/10.1016/j.fuel.2021.121635
[47] Ng SJC, Choi AES, Dugos NP, Wan MW (2024) Driving sustainable solutions: exploring supported polyoxometalate catalysts for enhanced oxidative desulfurization. Chem Eng Trans 113:79–84. https://doi.org/10.3303/CET24113014.
[48] Haboc MM, Dugos NP, Choi AES, Wan MW (2023) A review on the current and potential oxidant-catalyst systems in mixing-assisted oxidative desulfurization. Chem Eng Trans 103:559–564. https://doi.org/10.3303/CET23103094.
[49] Nawaf AT, et al. (2015) Development of kinetic and process models for the oxidative desulfurization of light fuel, using experiments and the parameter estimation technique. Ind Eng Chem Res 54(50):12503–12515. https://doi.org/10.1021/acs.iecr.5b03289.
[50] Nawaf AT, Abdulmajeed BA (2024) Design of oscillatory helical baffled reactor and dual functional mesoporous catalyst for oxidative desulfurization of real diesel fuel. Chem Eng Res Des 209:193–209. https://doi.org/10.1016/j.cherd.2024.07.032.
[51] Abdulateef LT, Nawaf AT, Al-Janabi OYT, Foot PJS, Mahmood QA (2021) Batch oxidative desulfurization of model light gasoil over a bimetallic nanocatalyst. Chem Eng Technol 44(9):1708–1715. https://doi.org/10.1002/ceat.202100027.
[52] Nawaf AT, Gheni SA, Jarullah AT, Mujtaba IM (2015) Improvement of fuel quality by oxidative desulfurization: design of synthetic catalyst for the process. Fuel Process Technol 138:337–343. https://doi.org/10.1016/j.fuproc.2015.05.033.
[53] Nawaf AT, Abdulmajeed BA (2025) A synthesis of a Fe2O3-supported composite for rapid oxidative desulfurization production of environmentally friendly fuel in an OBR. Int J Environ Sci Technol 22(6):4923–4950. https://doi.org/10.1007/s13762-024-05920-1.
[54] Nawaf AT, Hameed SA, Abdulateef LT, Jarullah AT, Kadhim MS, Mujtaba IM (2021) A novel synthetic nano-catalyst (Ag2O3/Zeolite) for high quality of light naphtha by batch oxidative desulfurization reactor. Bull Chem React Eng Catal 16(4):716–732. https://doi.org/10.9767/bcrec.16.4.11383.716-732.
[55] Nawaf A, Abdul Majeed B (2024) Kinetics study of oxidative desulfurization of real diesel fuel over uncoated and coated nano-catalysts in an oscillatory helical baffled reactor. J Chem Pet Eng 58(2):359–374. https://doi.org/10.22059/jchpe.2024.377539.1522.
