IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v282y2023ics0360544223022685.html
   My bibliography  Save this article

Biofuels for a sustainable future: Examining the role of nano-additives, economics, policy, internet of things, artificial intelligence and machine learning technology in biodiesel production

Author

Listed:
  • Shelare, Sagar D.
  • Belkhode, Pramod N.
  • Nikam, Keval Chandrakant
  • Jathar, Laxmikant D.
  • Shahapurkar, Kiran
  • Soudagar, Manzoore Elahi M.
  • Veza, Ibham
  • Khan, T.M. Yunus
  • Kalam, M.A.
  • Nizami, Abdul-Sattar
  • Rehan, Mohammad

Abstract

As the global population and economy grow, so does the energy demand. Over-reliance on non-renewable resources leads to depletion and price spikes, making renewable alternatives necessary. Biodiesel is an eco-friendly and non-toxic fuel that closely resembles traditional fossil fuels. It is produced from various sources, including animal fat, palm oil, and non-edible plant oil. Biodiesel releases fewer harmful air pollutants and greenhouse gases than fossil fuels and is simpler to manage. Despite these advantages, it cannot replace traditional diesel fuel on a large scale. This overview summarizes biodiesel production, explaining the different types of feedstock utilized and their benefits and drawbacks. Various biodiesel production methodologies are discussed. The primary objective of this article is to inform engineers, industrialists, and researchers involved in waste biodiesel, as well as to highlight waste biodiesel as a potential substitute for fossil fuels. This review article discusses the nano-additives in biodiesel and applications of internet of things, artificial intelligence, and machine learning in biofuel. This review shows that nano-additives can potentially improve biodiesel fuel properties, favorable economic and policy environments promoting biodiesel production, and internet of things, artificial intelligence, and machine learning technologies optimize the biodiesel production processes. These advances can help promote biodiesel as a cleaner, renewable energy source, lowering the consumption of fossil fuels. It also suggests further biofuel development by improving efficiency, expanding feedstock options, creating policy support, developing infrastructure, and increasing public awareness.

Suggested Citation

  • Shelare, Sagar D. & Belkhode, Pramod N. & Nikam, Keval Chandrakant & Jathar, Laxmikant D. & Shahapurkar, Kiran & Soudagar, Manzoore Elahi M. & Veza, Ibham & Khan, T.M. Yunus & Kalam, M.A. & Nizami, Ab, 2023. "Biofuels for a sustainable future: Examining the role of nano-additives, economics, policy, internet of things, artificial intelligence and machine learning technology in biodiesel production," Energy, Elsevier, vol. 282(C).
    • Handle: RePEc:eee:energy:v:282:y:2023:i:c:s0360544223022685
    DOI: 10.1016/j.energy.2023.128874
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544223022685
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2023.128874?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Roman Keeney & Thomas W. Hertel, 2009. "The Indirect Land Use Impacts of United States Biofuel Policies: The Importance of Acreage, Yield, and Bilateral Trade Responses," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(4), pages 895-909.
    2. Moschini, GianCarlo & Cui, Jingbo & Lapan, Harvey E., 2012. "Economics of Biofuels: An Overview of Policies, Impacts and Prospects," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 1(3), pages 1-28, December.
    3. Hamed, Tareq Abu & Bressler, Lindsey, 2019. "Energy security in Israel and Jordan: The role of renewable energy sources," Renewable Energy, Elsevier, vol. 135(C), pages 378-389.
    4. Kannan, G.R. & Anand, R., 2011. "Experimental investigation on diesel engine with diestrol–water micro emulsions," Energy, Elsevier, vol. 36(3), pages 1680-1687.
    5. Huang, Haixiao & Khanna, Madhu & Önal, Hayri & Chen, Xiaoguang, 2013. "Stacking low carbon policies on the renewable fuels standard: Economic and greenhouse gas implications," Energy Policy, Elsevier, vol. 56(C), pages 5-15.
    6. Murnaghan, Kitty, 2017. "A comprehensive evaluation of the EU's biofuel policy: From biofuels to agrofuels," IPE Working Papers 81/2017, Berlin School of Economics and Law, Institute for International Political Economy (IPE).
    7. Stojković, Ivan J. & Stamenković, Olivera S. & Povrenović, Dragan S. & Veljković, Vlada B., 2014. "Purification technologies for crude biodiesel obtained by alkali-catalyzed transesterification," Renewable and Sustainable Energy Reviews, Elsevier, vol. 32(C), pages 1-15.
    8. Balat, Mustafa & Balat, Havva, 2010. "Progress in biodiesel processing," Applied Energy, Elsevier, vol. 87(6), pages 1815-1835, June.
    9. Jeffrey M. Perkel, 2017. "The Internet of Things comes to the lab," Nature, Nature, vol. 542(7639), pages 125-126, February.
    10. Mata, Teresa M. & Martins, António A. & Caetano, Nidia. S., 2010. "Microalgae for biodiesel production and other applications: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(1), pages 217-232, January.
    11. Sakthivel, G. & Sivaraja, C.M. & Ikua, Bernard W., 2019. "Prediction OF CI engine performance, emission and combustion parameters using fish oil as a biodiesel by fuzzy-GA," Energy, Elsevier, vol. 166(C), pages 287-306.
    12. Changjun Zhang, 2016. "Energy storage: The best of both worlds," Nature Energy, Nature, vol. 1(3), pages 1-1, March.
    13. Arridina Susan Silitonga & Teuku Meurah Indra Mahlia & Abd Halim Shamsuddin & Hwai Chyuan Ong & Jassinnee Milano & Fitranto Kusumo & Abdi Hanra Sebayang & Surya Dharma & Husin Ibrahim & Hazlina Husin , 2019. "Optimization of Cerbera manghas Biodiesel Production Using Artificial Neural Networks Integrated with Ant Colony Optimization," Energies, MDPI, vol. 12(20), pages 1-21, October.
    14. Ambat, Indu & Srivastava, Varsha & Sillanpää, Mika, 2018. "Recent advancement in biodiesel production methodologies using various feedstock: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 90(C), pages 356-369.
    15. Arumugam, A. & Ponnusami, V., 2019. "Biodiesel production from Calophyllum inophyllum oil a potential non-edible feedstock: An overview," Renewable Energy, Elsevier, vol. 131(C), pages 459-471.
    16. Venu, Harish & Subramani, Lingesan & Raju, V. Dhana, 2019. "Emission reduction in a DI diesel engine using exhaust gas recirculation (EGR) of palm biodiesel blended with TiO2 nano additives," Renewable Energy, Elsevier, vol. 140(C), pages 245-263.
    17. Ahmad, A.L. & Yasin, N.H. Mat & Derek, C.J.C. & Lim, J.K., 2011. "Microalgae as a sustainable energy source for biodiesel production: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(1), pages 584-593, January.
    18. Wong, Ka In & Wong, Pak Kin & Cheung, Chun Shun & Vong, Chi Man, 2013. "Modeling and optimization of biodiesel engine performance using advanced machine learning methods," Energy, Elsevier, vol. 55(C), pages 519-528.
    19. Kumar, Shiva & Dinesha, P. & Rosen, Marc A., 2019. "Effect of injection pressure on the combustion, performance and emission characteristics of a biodiesel engine with cerium oxide nanoparticle additive," Energy, Elsevier, vol. 185(C), pages 1163-1173.
    20. Atabani, A.E. & Silitonga, A.S. & Ong, H.C. & Mahlia, T.M.I. & Masjuki, H.H. & Badruddin, Irfan Anjum & Fayaz, H., 2013. "Non-edible vegetable oils: A critical evaluation of oil extraction, fatty acid compositions, biodiesel production, characteristics, engine performance and emissions production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 211-245.
    21. Liu, Junheng & Yang, Jun & Sun, Ping & Ji, Qian & Meng, Jian & Wang, Pan, 2018. "Experimental investigation of in-cylinder soot distribution and exhaust particle oxidation characteristics of a diesel engine with nano-CeO2 catalytic fuel," Energy, Elsevier, vol. 161(C), pages 17-27.
    22. Searchinger, Timothy & Heimlich, Ralph & Houghton, R. A. & Dong, Fengxia & Elobeid, Amani & Fabiosa, Jacinto F. & Tokgoz, Simla & Hayes, Dermot J. & Yu, Hun-Hsiang, 2008. "Use of U.S. Croplands for Biofuels Increases Greenhouse Gases Through Emissions from Land-Use Change," Staff General Research Papers Archive 12881, Iowa State University, Department of Economics.
    23. Harsha Hebbar, H.R. & Math, M.C. & Yatish, K.V., 2018. "Optimization and kinetic study of CaO nano-particles catalyzed biodiesel production from Bombax ceiba oil," Energy, Elsevier, vol. 143(C), pages 25-34.
    24. Atabani, A.E. & Silitonga, A.S. & Badruddin, Irfan Anjum & Mahlia, T.M.I. & Masjuki, H.H. & Mekhilef, S., 2012. "A comprehensive review on biodiesel as an alternative energy resource and its characteristics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(4), pages 2070-2093.
    25. Atadashi, I.M. & Aroua, M.K. & Aziz, A.R. Abdul & Sulaiman, N.M.N., 2011. "Refining technologies for the purification of crude biodiesel," Applied Energy, Elsevier, vol. 88(12), pages 4239-4251.
    26. Duarte Souza Alvarenga Santos, Nathália & Rückert Roso, Vinícius & Teixeira Malaquias, Augusto César & Coelho Baêta, José Guilherme, 2021. "Internal combustion engines and biofuels: Examining why this robust combination should not be ignored for future sustainable transportation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 148(C).
    27. Uzar, Umut, 2020. "Political economy of renewable energy: Does institutional quality make a difference in renewable energy consumption?," Renewable Energy, Elsevier, vol. 155(C), pages 591-603.
    28. Harry de Gorter & David R. Just, 2010. "The Social Costs and Benefits of Biofuels: The Intersection of Environmental, Energy and Agricultural Policy," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 32(1), pages 4-32.
    29. Bemani, Amin & Xiong, Qingang & Baghban, Alireza & Habibzadeh, Sajjad & Mohammadi, Amir H. & Doranehgard, Mohammad Hossein, 2020. "Modeling of cetane number of biodiesel from fatty acid methyl ester (FAME) information using GA-, PSO-, and HGAPSO- LSSVM models," Renewable Energy, Elsevier, vol. 150(C), pages 924-934.
    30. Hong, Jae-Dong & Mwakalonge, Judith L., 2020. "Biofuel logistics network scheme design with combined data envelopment analysis approach," Energy, Elsevier, vol. 209(C).
    31. Mairizal, Aulia Qisthi & Awad, Sary & Priadi, Cindy Rianti & Hartono, Djoko M. & Moersidik, Setyo S. & Tazerout, Mohand & Andres, Yves, 2020. "Experimental study on the effects of feedstock on the properties of biodiesel using multiple linear regressions," Renewable Energy, Elsevier, vol. 145(C), pages 375-381.
    32. Eryilmaz, Tanzer & Yesilyurt, Murat Kadir & Cesur, Cuneyt & Gokdogan, Osman, 2016. "Biodiesel production potential from oil seeds in Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 842-851.
    33. Iftikhar Ahmad & Adil Sana & Manabu Kano & Izzat Iqbal Cheema & Brenno C. Menezes & Junaid Shahzad & Zahid Ullah & Muzammil Khan & Asad Habib, 2021. "Machine Learning Applications in Biofuels’ Life Cycle: Soil, Feedstock, Production, Consumption, and Emissions," Energies, MDPI, vol. 14(16), pages 1-27, August.
    34. Ansari, Khursheed B. & Kamal, Bushra & Beg, Sidra & Wakeel Khan, Md. Aquib & Khan, Mohd Shariq & Al Mesfer, Mohammed K. & Danish, Mohd., 2021. "Recent developments in investigating reaction chemistry and transport effects in biomass fast pyrolysis: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 150(C).
    35. Popp, J. & Lakner, Z. & Harangi-Rákos, M. & Fári, M., 2014. "The effect of bioenergy expansion: Food, energy, and environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 32(C), pages 559-578.
    36. Kumar, AR. Mahesh & Kannan, M. & Nataraj, G., 2020. "A study on performance, emission and combustion characteristics of diesel engine powered by nano-emulsion of waste orange peel oil biodiesel," Renewable Energy, Elsevier, vol. 146(C), pages 1781-1795.
    37. Maceiras, Rocio & Rodrı´guez, Mónica & Cancela, Angeles & Urréjola, Santiago & Sánchez, Angel, 2011. "Macroalgae: Raw material for biodiesel production," Applied Energy, Elsevier, vol. 88(10), pages 3318-3323.
    38. Korkut, Ibrahim & Bayramoglu, Mahmut, 2018. "Selection of catalyst and reaction conditions for ultrasound assisted biodiesel production from canola oil," Renewable Energy, Elsevier, vol. 116(PA), pages 543-551.
    39. Mahmudul, H.M. & Hagos, F.Y. & Mamat, R. & Adam, A. Abdul & Ishak, W.F.W. & Alenezi, R., 2017. "Production, characterization and performance of biodiesel as an alternative fuel in diesel engines – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 497-509.
    40. Muhammad Qasim & Tariq Mahmood Ansari & Mazhar Hussain, 2017. "Combustion, Performance, and Emission Evaluation of a Diesel Engine with Biodiesel Like Fuel Blends Derived From a Mixture of Pakistani Waste Canola and Waste Transformer Oils," Energies, MDPI, vol. 10(7), pages 1-16, July.
    41. Torres-Rodríguez, Daniela A. & Romero-Ibarra, Issis C. & Ibarra, Ilich A. & Pfeiffer, Heriberto, 2016. "Biodiesel production from soybean and Jatropha oils using cesium impregnated sodium zirconate as a heterogeneous base catalyst," Renewable Energy, Elsevier, vol. 93(C), pages 323-331.
    42. Seffati, Kambiz & Esmaeili, Hossein & Honarvar, Bizhan & Esfandiari, Nadia, 2020. "AC/CuFe2O4@CaO as a novel nanocatalyst to produce biodiesel from chicken fat," Renewable Energy, Elsevier, vol. 147(P1), pages 25-34.
    43. Hoseini, S.S. & Najafi, G. & Ghobadian, B. & Mamat, R. & Ebadi, M.T. & Yusaf, Talal, 2018. "Novel environmentally friendly fuel: The effects of nanographene oxide additives on the performance and emission characteristics of diesel engines fuelled with Ailanthus altissima biodiesel," Renewable Energy, Elsevier, vol. 125(C), pages 283-294.
    44. Marta Ramos & Ana Paula Soares Dias & Jaime Filipe Puna & João Gomes & João Carlos Bordado, 2019. "Biodiesel Production Processes and Sustainable Raw Materials," Energies, MDPI, vol. 12(23), pages 1-30, November.
    45. Mofijur, M. & Atabani, A.E. & Masjuki, H.H. & Kalam, M.A. & Masum, B.M., 2013. "A study on the effects of promising edible and non-edible biodiesel feedstocks on engine performance and emissions production: A comparative evaluation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 391-404.
    46. Akram, Sadia & Mumtaz, Muhammad Waseem & Danish, Muhammad & Mukhtar, Hamid & Irfan, Ahmad & Raza, Syed Ali & Wang, Zhen & Arshad, Muhammad, 2019. "Impact of cerium oxide and cerium composite oxide as nano additives on the gaseous exhaust emission profile of waste cooking oil based biodiesel at full engine load conditions," Renewable Energy, Elsevier, vol. 143(C), pages 898-905.
    47. Lin, Lin & Cunshan, Zhou & Vittayapadung, Saritporn & Xiangqian, Shen & Mingdong, Dong, 2011. "Opportunities and challenges for biodiesel fuel," Applied Energy, Elsevier, vol. 88(4), pages 1020-1031, April.
    48. Hajjari, Masoumeh & Tabatabaei, Meisam & Aghbashlo, Mortaza & Ghanavati, Hossein, 2017. "A review on the prospects of sustainable biodiesel production: A global scenario with an emphasis on waste-oil biodiesel utilization," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 445-464.
    49. Meher, L.C. & Vidya Sagar, D. & Naik, S.N., 2006. "Technical aspects of biodiesel production by transesterification--a review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 10(3), pages 248-268, June.
    50. Atadashi, I.M. & Aroua, M.K. & Aziz, A. Abdul, 2011. "Biodiesel separation and purification: A review," Renewable Energy, Elsevier, vol. 36(2), pages 437-443.
    51. Zhang, Le & Liu, Ronghou & Yin, Renzhan & Mei, Yuanfei, 2013. "Upgrading of bio-oil from biomass fast pyrolysis in China: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 24(C), pages 66-72.
    52. Djomo, Sylvestre Njakou & Staritsky, Igor & Elbersen, Berien & Annevelink, Bert (E.) & Gabrielle, Benoit, 2023. "Supply costs, energy use, and GHG emissions of biomass from marginal lands in Brittany, France," Renewable and Sustainable Energy Reviews, Elsevier, vol. 181(C).
    53. Atadashi, I.M. & Aroua, M.K. & Aziz, A. Abdul, 2010. "High quality biodiesel and its diesel engine application: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(7), pages 1999-2008, September.
    54. Chiaramonti, David & Goumas, Theodor, 2019. "Impacts on industrial-scale market deployment of advanced biofuels and recycled carbon fuels from the EU Renewable Energy Directive II," Applied Energy, Elsevier, vol. 251(C), pages 1-1.
    55. M. A. Mujtaba & H. H. Masjuki & M. A. Kalam & Fahad Noor & Muhammad Farooq & Hwai Chyuan Ong & M. Gul & Manzoore Elahi M. Soudagar & Shahid Bashir & I. M. Rizwanul Fattah & L. Razzaq, 2020. "Effect of Additivized Biodiesel Blends on Diesel Engine Performance, Emission, Tribological Characteristics, and Lubricant Tribology," Energies, MDPI, vol. 13(13), pages 1-16, July.
    56. Deepayan Debnath & Madhu Khanna & Deepak Rajagopal & David Zilberman, 2019. "The Future of Biofuels in an Electrifying Global Transportation Sector: Imperative, Prospects and Challenges," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 41(4), pages 563-582, December.
    57. Betty Y. López-Zapata & Manuel Adam-Medina & Peggy E. Álvarez-Gutiérrez & Juan P. Castillo-González & Héctor R. Hernández-de León & Luis G. Vela-Valdés, 2017. "Virtual Sensors for Biodiesel Production in a Batch Reactor," Sustainability, MDPI, vol. 9(3), pages 1-11, March.
    58. Elina Bryngemark & Patrik Söderholm, 2022. "Green industrial policies and domestic production of biofuels: an econometric analysis of OECD countries," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 24(2), pages 225-261, April.
    59. Veljković, Vlada B. & Banković-Ilić, Ivana B. & Stamenković, Olivera S., 2015. "Purification of crude biodiesel obtained by heterogeneously-catalyzed transesterification," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 500-516.
    60. Obed M. Ali & Rizalman Mamat & Gholamhassan Najafi & Talal Yusaf & Seyed Mohammad Safieddin Ardebili, 2015. "Optimization of Biodiesel-Diesel Blended Fuel Properties and Engine Performance with Ether Additive Using Statistical Analysis and Response Surface Methods," Energies, MDPI, vol. 8(12), pages 1-15, December.
    61. Hanjra, Munir A. & Qureshi, M. Ejaz, 2010. "Global water crisis and future food security in an era of climate change," Food Policy, Elsevier, vol. 35(5), pages 365-377, October.
    62. Fernando, Sandun & Karra, Prashanth & Hernandez, Rafael & Jha, Saroj Kumar, 2007. "Effect of incompletely converted soybean oil on biodiesel quality," Energy, Elsevier, vol. 32(5), pages 844-851.
    63. Miranda, Amanda Carvalho & da Silva Filho, Silvério Catureba & Tambourgi, Elias Basile & CurveloSantana, José Carlos & Vanalle, Rosangela Maria & Guerhardt, Flávio, 2018. "Analysis of the costs and logistics of biodiesel production from used cooking oil in the metropolitan region of Campinas (Brazil)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 88(C), pages 373-379.
    64. Akhtar, Javaid & Saidina Amin, NorAishah, 2012. "A review on operating parameters for optimum liquid oil yield in biomass pyrolysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(7), pages 5101-5109.
    65. El-Seesy, Ahmed I. & Hassan, Hamdy & Ookawara, S., 2018. "Effects of graphene nanoplatelet addition to jatropha Biodiesel–Diesel mixture on the performance and emission characteristics of a diesel engine," Energy, Elsevier, vol. 147(C), pages 1129-1152.
    66. Kaur, Mandeep & Ali, Amjad, 2011. "Lithium ion impregnated calcium oxide as nano catalyst for the biodiesel production from karanja and jatropha oils," Renewable Energy, Elsevier, vol. 36(11), pages 2866-2871.
    67. Lim, Steven & Teong, Lee Keat, 2010. "Recent trends, opportunities and challenges of biodiesel in Malaysia: An overview," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(3), pages 938-954, April.
    68. Escalante, Jamin & Chen, Wei-Hsin & Tabatabaei, Meisam & Hoang, Anh Tuan & Kwon, Eilhann E. & Andrew Lin, Kun-Yi & Saravanakumar, Ayyadurai, 2022. "Pyrolysis of lignocellulosic, algal, plastic, and other biomass wastes for biofuel production and circular bioeconomy: A review of thermogravimetric analysis (TGA) approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 169(C).
    69. Moradi, G.R. & Dehghani, S. & Khosravian, F. & Arjmandzadeh, A., 2013. "The optimized operational conditions for biodiesel production from soybean oil and application of artificial neural networks for estimation of the biodiesel yield," Renewable Energy, Elsevier, vol. 50(C), pages 915-920.
    70. Ruhnau, Oliver & Hennig, Patrick & Madlener, Reinhard, 2020. "Economic implications of forecasting electricity generation from variable renewable energy sources," Renewable Energy, Elsevier, vol. 161(C), pages 1318-1327.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Atabani, A.E. & Silitonga, A.S. & Badruddin, Irfan Anjum & Mahlia, T.M.I. & Masjuki, H.H. & Mekhilef, S., 2012. "A comprehensive review on biodiesel as an alternative energy resource and its characteristics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(4), pages 2070-2093.
    2. Atabani, A.E. & Silitonga, A.S. & Ong, H.C. & Mahlia, T.M.I. & Masjuki, H.H. & Badruddin, Irfan Anjum & Fayaz, H., 2013. "Non-edible vegetable oils: A critical evaluation of oil extraction, fatty acid compositions, biodiesel production, characteristics, engine performance and emissions production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 211-245.
    3. Iftikhar Ahmad & Adil Sana & Manabu Kano & Izzat Iqbal Cheema & Brenno C. Menezes & Junaid Shahzad & Zahid Ullah & Muzammil Khan & Asad Habib, 2021. "Machine Learning Applications in Biofuels’ Life Cycle: Soil, Feedstock, Production, Consumption, and Emissions," Energies, MDPI, vol. 14(16), pages 1-27, August.
    4. Mahmudul, H.M. & Hagos, F.Y. & Mamat, R. & Adam, A. Abdul & Ishak, W.F.W. & Alenezi, R., 2017. "Production, characterization and performance of biodiesel as an alternative fuel in diesel engines – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 497-509.
    5. Azad, A.K. & Rasul, M.G. & Khan, M.M.K. & Sharma, Subhash C. & Mofijur, M. & Bhuiya, M.M.K., 2016. "Prospects, feedstocks and challenges of biodiesel production from beauty leaf oil and castor oil: A nonedible oil sources in Australia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 61(C), pages 302-318.
    6. Bhuiya, M.M.K. & Rasul, M.G. & Khan, M.M.K. & Ashwath, N. & Azad, A.K., 2016. "Prospects of 2nd generation biodiesel as a sustainable fuel—Part: 1 selection of feedstocks, oil extraction techniques and conversion technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 1109-1128.
    7. Silitonga, A.S. & Masjuki, H.H. & Mahlia, T.M.I. & Ong, H.C. & Atabani, A.E. & Chong, W.T., 2013. "A global comparative review of biodiesel production from jatropha curcas using different homogeneous acid and alkaline catalysts: Study of physical and chemical properties," Renewable and Sustainable Energy Reviews, Elsevier, vol. 24(C), pages 514-533.
    8. Habibullah, M. & Masjuki, H.H. & Kalam, M.A. & Rahman, S.M. Ashrafur & Mofijur, M. & Mobarak, H.M. & Ashraful, A.M., 2015. "Potential of biodiesel as a renewable energy source in Bangladesh," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 819-834.
    9. Singh, Bhaskar & Guldhe, Abhishek & Rawat, Ismail & Bux, Faizal, 2014. "Towards a sustainable approach for development of biodiesel from plant and microalgae," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 216-245.
    10. Mofijur, M. & Masjuki, H.H. & Kalam, M.A. & Atabani, A.E. & Shahabuddin, M. & Palash, S.M. & Hazrat, M.A., 2013. "Effect of biodiesel from various feedstocks on combustion characteristics, engine durability and materials compatibility: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 441-455.
    11. Mofijur, M. & Atabani, A.E. & Masjuki, H.H. & Kalam, M.A. & Masum, B.M., 2013. "A study on the effects of promising edible and non-edible biodiesel feedstocks on engine performance and emissions production: A comparative evaluation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 391-404.
    12. Rozina, & Asif, Saira & Ahmad, Mushtaq & Zafar, Muhammad & Ali, Nsir, 2017. "Prospects and potential of fatty acid methyl esters of some non-edible seed oils for use as biodiesel in Pakistan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 687-702.
    13. Mofijur, M. & Masjuki, H.H. & Kalam, M.A. & Ashrafur Rahman, S.M. & Mahmudul, H.M., 2015. "Energy scenario and biofuel policies and targets in ASEAN countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 46(C), pages 51-61.
    14. Sakthivel, R. & Ramesh, K. & Purnachandran, R. & Mohamed Shameer, P., 2018. "A review on the properties, performance and emission aspects of the third generation biodiesels," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 2970-2992.
    15. Mohd Noor, C.W. & Noor, M.M. & Mamat, R., 2018. "Biodiesel as alternative fuel for marine diesel engine applications: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 127-142.
    16. Bhuiya, M.M.K. & Rasul, M.G. & Khan, M.M.K. & Ashwath, N. & Azad, A.K. & Hazrat, M.A., 2016. "Prospects of 2nd generation biodiesel as a sustainable fuel – Part 2: Properties, performance and emission characteristics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 1129-1146.
    17. Yesilyurt, Murat Kadir & Cesur, Cüneyt & Aslan, Volkan & Yilbasi, Zeki, 2020. "The production of biodiesel from safflower (Carthamus tinctorius L.) oil as a potential feedstock and its usage in compression ignition engine: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 119(C).
    18. Othman, Mohd Fahmi & Adam, Abdullah & Najafi, G. & Mamat, Rizalman, 2017. "Green fuel as alternative fuel for diesel engine: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 694-709.
    19. Chakraborty, Rajat & Gupta, Abhishek.K. & Chowdhury, Ratul, 2014. "Conversion of slaughterhouse and poultry farm animal fats and wastes to biodiesel: Parametric sensitivity and fuel quality assessment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 120-134.
    20. Baskar, G. & Aiswarya, R., 2016. "Trends in catalytic production of biodiesel from various feedstocks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 496-504.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:282:y:2023:i:c:s0360544223022685. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.