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Optimizing IC engine efficiency: A comprehensive review on biodiesel, nanofluid, and the role of artificial intelligence and machine learning

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dc.citedby37
dc.contributor.authorSoudagar M.E.M.en_US
dc.contributor.authorShelare S.en_US
dc.contributor.authorMarghade D.en_US
dc.contributor.authorBelkhode P.en_US
dc.contributor.authorNur-E-Alam M.en_US
dc.contributor.authorKiong T.S.en_US
dc.contributor.authorRamesh S.en_US
dc.contributor.authorRajabi A.en_US
dc.contributor.authorVenu H.en_US
dc.contributor.authorYunus Khan T.M.en_US
dc.contributor.authorMujtaba M.A.en_US
dc.contributor.authorShahapurkar K.en_US
dc.contributor.authorKalam M.A.en_US
dc.contributor.authorFattah I.M.R.en_US
dc.contributor.authorid57194384501en_US
dc.contributor.authorid57195928420en_US
dc.contributor.authorid36135810000en_US
dc.contributor.authorid24829060200en_US
dc.contributor.authorid57197752581en_US
dc.contributor.authorid57216824752en_US
dc.contributor.authorid41061958200en_US
dc.contributor.authorid56622591700en_US
dc.contributor.authorid57189525542en_US
dc.contributor.authorid57455192700en_US
dc.contributor.authorid59130436900en_US
dc.contributor.authorid57196344622en_US
dc.contributor.authorid55103352400en_US
dc.contributor.authorid58776756000en_US
dc.date.accessioned2025-03-03T07:43:50Z
dc.date.available2025-03-03T07:43:50Z
dc.date.issued2024
dc.description.abstractTransportation and power generation have historically relied upon Internal Combustion Engines (ICEs). However, because of environmental impact and inefficiency, considerable research has been devoted to improving their performance. Alternative fuels are necessary because of environmental concerns and the depletion of non-renewable fuel stocks. Biodiesel has the potential to reduce emissions and improve sustainability when compared to diesel fuel. Several researchers have examined using nanofluids to increase biodiesel performance in internal combustion engines. Due to their thermal and physical properties, nanoparticles in a host fluid improve engine combustion and efficiency. This comprehensive review examines three key areas for improving ICE efficiency: biodiesel as an alternative fuel, application of nanofluids, and artificial intelligence (AI)/machine learning (ML) integration. The integration of AI/ML in nanoparticle-infused biodiesel offers exciting possibilities for optimizing production processes, enhancing fuel properties, and improving engine performance. This article first discusses, the benefits of biodiesel concerning the environment and various difficulties associated with its usage. The review then explores the effects and characteristics of nanofluids in IC engines, aiming to know their impact on engine emissions and performance. After that, this review discusses the utilization of AI/ML techniques in enhancing the biodiesel-nanofluid combustion process. This article sheds light on the ongoing efforts to make ICE technology more environmentally friendly and energy-efficient by examining current research and emerging patterns in these fields. Finally, the review presents the challenges and future perspectives of the field, paving the way for future research and improvement. ? 2024 The Authorsen_US
dc.description.natureFinalen_US
dc.identifier.ArtNo118337
dc.identifier.doi10.1016/j.enconman.2024.118337
dc.identifier.scopus2-s2.0-85189493523
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85189493523&doi=10.1016%2fj.enconman.2024.118337&partnerID=40&md5=25aeb707c2d18944c20ddfc27c37ddd7
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/36675
dc.identifier.volume307
dc.publisherElsevier Ltden_US
dc.relation.ispartofAll Open Access; Hybrid Gold Open Access
dc.sourceScopus
dc.sourcetitleEnergy Conversion and Management
dc.subjectAlternative fuels
dc.subjectBiodiesel
dc.subjectCombustion
dc.subjectEnergy efficiency
dc.subjectEnvironmental impact
dc.subjectIntegrated circuits
dc.subjectInternal combustion engines
dc.subjectMachine learning
dc.subjectNanofluidics
dc.subjectSustainable development
dc.subjectTiming circuits
dc.subjectEngine efficiency
dc.subjectEngine performance
dc.subjectEnvironmental sustainability
dc.subjectGreen transportations
dc.subjectI.C. engine
dc.subjectIC engines
dc.subjectMachine-learning
dc.subjectNanofluids
dc.subjectPerformance
dc.subjectSustainable fuels
dc.subjectNanoparticles
dc.titleOptimizing IC engine efficiency: A comprehensive review on biodiesel, nanofluid, and the role of artificial intelligence and machine learningen_US
dc.typeReviewen_US
dspace.entity.typePublication
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