Artificial intelligence based modelling and hybrid optimization of linseed oil biodiesel with graphene nanoparticles to stringent biomedical safety and environmental standards

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Published inCase studies in thermal engineering Vol. 51; p. 103554
Main Authors Rao, Papabathina Mastan, Dhoria, Sneha Haresh, Patro, S Gopal Krishna, Gopidesi, Radha Krishna, Alkahtani, Meshel Q., Islam, Saiful, Vijaya, Murkonda, Jayanthi, Juturi Lakshmi, Khan, Mohammad Amir, Razak, Abdul, Kumar, Raman, Rizal, Achmad, Ammarullah, Muhammad Imam
Format Journal Article
LanguageEnglish
Published 01.11.2023
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ArticleNumber 103554
Author Patro, S Gopal Krishna
Rao, Papabathina Mastan
Khan, Mohammad Amir
Rizal, Achmad
Islam, Saiful
Dhoria, Sneha Haresh
Ammarullah, Muhammad Imam
Kumar, Raman
Gopidesi, Radha Krishna
Razak, Abdul
Alkahtani, Meshel Q.
Vijaya, Murkonda
Jayanthi, Juturi Lakshmi
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Cites_doi 10.1016/j.matpr.2020.12.1227
10.1016/j.enconman.2020.113524
10.31603/ae.6171
10.1115/1.4032941
10.1088/2053-1591/ac3e23
10.2478/meceng-2014-0036
10.1016/j.rser.2015.04.086
10.1016/j.advengsoft.2017.07.002
10.1016/j.csite.2021.100911
10.1016/j.fuel.2013.11.039
10.1016/j.csite.2021.101100
10.1016/j.clet.2022.100509
10.1016/j.csite.2021.100921
10.1016/j.ijhydene.2022.04.152
10.1016/j.applthermaleng.2015.11.009
10.1016/j.energy.2022.125869
10.3390/sym13040537
10.1016/j.fuproc.2021.106840
10.1016/j.energy.2015.12.091
10.1016/j.rser.2022.112073
10.1016/j.enconman.2023.117386
10.1016/j.biombioe.2008.04.018
10.1016/j.fuel.2023.128405
10.1016/j.jclepro.2022.133673
10.1016/j.energy.2020.117813
10.1504/IJBIC.2011.042259
10.1016/j.fuel.2020.117116
10.1016/j.energy.2021.120543
10.1016/j.fuel.2021.121144
10.1016/j.pecs.2021.100904
10.1007/s10668-021-01645-0
10.1016/j.energy.2021.121282
10.1016/j.eti.2017.12.003
10.1016/j.enconman.2014.10.022
10.3390/app12125987
10.1016/j.enconman.2014.11.029
10.1016/j.matpr.2021.11.581
10.1016/j.jestch.2016.12.005
10.1016/j.energy.2019.116387
10.3390/ma14092452
10.1016/j.enconman.2022.116646
10.1016/j.renene.2022.08.008
10.1016/j.enconman.2023.117052
10.1016/j.energy.2022.123709
10.1016/j.enconman.2021.114268
10.1016/j.matpr.2020.11.145
10.30638/eemj.2016.304
10.1016/j.ijhydene.2022.09.274
10.1016/j.ecoenv.2016.01.023
10.1016/j.fuel.2020.117472
10.1016/j.fuel.2017.07.087
10.1016/j.rser.2013.07.059
10.1016/j.ijhydene.2021.10.125
10.1016/j.jhazmat.2020.124369
10.1016/j.apenergy.2019.04.091
10.3390/ma16124458
10.1016/j.renene.2021.07.123
10.1016/j.renene.2008.10.001
10.1177/16878132221120460
10.1155/2022/4598921
10.1016/j.fuel.2019.115652
10.3390/en14217370
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References Nagaraja (10.1016/j.csite.2023.103554_bib71) 2016; 134
Devarajan (10.1016/j.csite.2023.103554_bib75) 2020; 42
Gopidesi (10.1016/j.csite.2023.103554_bib48) 2019; 8
Gangolu (10.1016/j.csite.2023.103554_bib1) 2022; 24
EL-Seesy (10.1016/j.csite.2023.103554_bib10) 2022; 371
Santhosh (10.1016/j.csite.2023.103554_bib37) 2022; 52
Nagaraja (10.1016/j.csite.2023.103554_bib64) 2021; 14
Gad (10.1016/j.csite.2023.103554_bib14) 2021; 26
Raheem (10.1016/j.csite.2023.103554_bib27) 2022; 47
Swamy (10.1016/j.csite.2023.103554_bib73) 2019
Krishna (10.1016/j.csite.2023.103554_bib76) 2014; 61
Dey (10.1016/j.csite.2023.103554_bib41) 2020; 202
Ghanbari (10.1016/j.csite.2023.103554_bib36) 2021; 11
Aghbashlo (10.1016/j.csite.2023.103554_bib25) 2021; 85
10.1016/j.csite.2023.103554_bib44
Nirmala (10.1016/j.csite.2023.103554_bib47) 2021; 179
Afzal (10.1016/j.csite.2023.103554_bib78) 2021
Hoang (10.1016/j.csite.2023.103554_bib61) 2021; 47
Fred (10.1016/j.csite.2023.103554_bib70) 2022; 7
Manjunath (10.1016/j.csite.2023.103554_bib57) 2021; 8
Xuan (10.1016/j.csite.2023.103554_bib8) 2021; 227
Samuel (10.1016/j.csite.2023.103554_bib29) 2019; 41
Sharma (10.1016/j.csite.2023.103554_bib46) 2022
Bukkarapu (10.1016/j.csite.2023.103554_bib45) 2023; 348
Farooq (10.1016/j.csite.2023.103554_bib24) 2023; 16
Kaladgi (10.1016/j.csite.2023.103554_bib79) 2021
Okwu (10.1016/j.csite.2023.103554_bib30) 2020
Anjinappa (10.1016/j.csite.2023.103554_bib58) 2022; 14
Srinidhi (10.1016/j.csite.2023.103554_bib31) 2021; 234
Ramezani (10.1016/j.csite.2023.103554_bib66) 2022; 238
Sharma (10.1016/j.csite.2023.103554_bib26) 2022; 52
Chandrashekar (10.1016/j.csite.2023.103554_bib63) 2021; 13
Hassan Mekky (10.1016/j.csite.2023.103554_bib52) 2022; 395
EL-Seesy (10.1016/j.csite.2023.103554_bib12) 2023; 277
Shrivastava (10.1016/j.csite.2023.103554_bib4) 2019; 254
Saxena (10.1016/j.csite.2023.103554_bib32) 2019; 248
Yang (10.1016/j.csite.2023.103554_bib84) 2011; 3
Venkataramana (10.1016/j.csite.2023.103554_bib62) 2022; 12
Dhahad (10.1016/j.csite.2023.103554_bib21) 2020; 18
El-seesy (10.1016/j.csite.2023.103554_bib9) 2021; 240
Heidari-Maleni (10.1016/j.csite.2023.103554_bib23) 2020; 267
Atarod (10.1016/j.csite.2023.103554_bib38) 2021; 407
Shirneshan (10.1016/j.csite.2023.103554_bib42) 2016; 15
Viswanathan (10.1016/j.csite.2023.103554_bib56) 2022; 198
Jayabal (10.1016/j.csite.2023.103554_bib87) 2022; 250
Dubey (10.1016/j.csite.2023.103554_bib85) 2022
Ramalingam (10.1016/j.csite.2023.103554_bib51) 2020; 280
Nour (10.1016/j.csite.2023.103554_bib13) 2021; 302
Huddar (10.1016/j.csite.2023.103554_bib59) 2022; 2022
Taheri-Garavand (10.1016/j.csite.2023.103554_bib39) 2022; 16
Chandran (10.1016/j.csite.2023.103554_bib49) 2020; 190
Hirkude (10.1016/j.csite.2023.103554_bib6) 2014; 119
Dey (10.1016/j.csite.2023.103554_bib28) 2020; 202
Acharya (10.1016/j.csite.2023.103554_bib3) 2017; 20
Aydin (10.1016/j.csite.2023.103554_bib5) 2020
Daniel (10.1016/j.csite.2023.103554_bib67) 2021; 46
Mirjalili (10.1016/j.csite.2023.103554_bib83) 2017; 114
Thapa (10.1016/j.csite.2023.103554_bib50) 2018; 9
Aydın (10.1016/j.csite.2023.103554_bib82) 2020; 269
Harari (10.1016/j.csite.2023.103554_bib15) 2021; 25
Pitchaiah (10.1016/j.csite.2023.103554_bib81) 2023; 292
Demirbas (10.1016/j.csite.2023.103554_bib2) 2009; 33
Zhao (10.1016/j.csite.2023.103554_bib22) 2018; 216
Bala Prasad (10.1016/j.csite.2023.103554_bib68) 2021
EL-Zohairy (10.1016/j.csite.2023.103554_bib11) 2023; 286
Kumar (10.1016/j.csite.2023.103554_bib65) 2022; 52
Patil (10.1016/j.csite.2023.103554_bib53) 2015; 89
Sharma (10.1016/j.csite.2023.103554_bib40) 2023; 48
Nutakki (10.1016/j.csite.2023.103554_bib20) 2021
Jeyaseelan (10.1016/j.csite.2023.103554_bib74) 2022; 157
Sanjid (10.1016/j.csite.2023.103554_bib86) 2013; 27
Atmanlı (10.1016/j.csite.2023.103554_bib33) 2015; 90
Tan (10.1016/j.csite.2023.103554_bib35) 2023; 263
Afzal (10.1016/j.csite.2023.103554_bib60) 2021; 14
El-Seesy (10.1016/j.csite.2023.103554_bib16) 2021; 25
Yilmaz (10.1016/j.csite.2023.103554_bib7) 2016; 138
Puhan (10.1016/j.csite.2023.103554_bib72) 2009; 34
Atmanli (10.1016/j.csite.2023.103554_bib34) 2016; 96
Sharma (10.1016/j.csite.2023.103554_bib77) 2023; 348
Shaafi (10.1016/j.csite.2023.103554_bib18) 2015; 49
Hoang (10.1016/j.csite.2023.103554_bib19) 2021; 218
Kolakoti (10.1016/j.csite.2023.103554_bib80) 2022; 5
EL-Seesy (10.1016/j.csite.2023.103554_bib17) 2020; 226
Najafi (10.1016/j.csite.2023.103554_bib43) 2016; 95
Saikia (10.1016/j.csite.2023.103554_bib69) 2021; 45
References_xml – volume: 395
  issue: April
  year: 2022
  ident: 10.1016/j.csite.2023.103554_bib52
  article-title: A comparative study on the metabolites profiling of linseed cakes from Egyptian cultivars and antioxidant activity applying mass spectrometry-based analysis and chemometrics
  publication-title: Food Chem.
– volume: 45
  start-page: 4558
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib69
  article-title: Thermal and emission performances of Citrus maxima biodiesel blends in CI engine
  publication-title: Mater. Today Proc.
  doi: 10.1016/j.matpr.2020.12.1227
– volume: 226
  year: 2020
  ident: 10.1016/j.csite.2023.103554_bib17
  article-title: Enhancement the combustion aspects of a CI engine working with Jatropha biodiesel/decanol/propanol ternary combinations
  publication-title: Energy Convers. Manag.
  doi: 10.1016/j.enconman.2020.113524
– volume: 5
  start-page: 3
  issue: 1
  year: 2022
  ident: 10.1016/j.csite.2023.103554_bib80
  article-title: Elemental, thermal and physicochemical investigation of novel biodiesel from wodyetia bifurcata and its properties optimization using artificial neural network (ANN)
  publication-title: Autom. Exp.
  doi: 10.31603/ae.6171
– volume: 138
  issue: 5
  year: 2016
  ident: 10.1016/j.csite.2023.103554_bib7
  article-title: Predicting the engine performance and exhaust emissions of a diesel engine fueled with hazelnut oil methyl ester: the performance comparison of response surface methodology and LSSVM
  publication-title: J. Energy Resour. Technol.
  doi: 10.1115/1.4032941
– volume: 8
  issue: 12
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib57
  article-title: Tensile and wear properties of repetitive corrugation and straightened Al 2024 alloy: an experimental and RSM approach
  publication-title: Mater. Res. Express
  doi: 10.1088/2053-1591/ac3e23
– volume: 348
  year: 2023
  ident: 10.1016/j.csite.2023.103554_bib45
  article-title: Support vector regression approach to optimize the biodiesel composition for improved engine performance and lower exhaust emissions
  publication-title: Fuel
– volume: 61
  start-page: 627
  issue: 4
  year: 2014
  ident: 10.1016/j.csite.2023.103554_bib76
  article-title: Comparative performance with different versions of low heat rejection combustion chambers with crude rice bran oil
  publication-title: Arch. Mech. Eng.
  doi: 10.2478/meceng-2014-0036
– volume: 49
  start-page: 563
  year: 2015
  ident: 10.1016/j.csite.2023.103554_bib18
  article-title: Effect of dispersion of various nanoadditives on the performance and emission characteristics of a CI engine fuelled with diesel, biodiesel and blends—a review
  publication-title: Renew. Sustain. Energy Rev.
  doi: 10.1016/j.rser.2015.04.086
– volume: 114
  start-page: 163
  year: 2017
  ident: 10.1016/j.csite.2023.103554_bib83
  article-title: Salp Swarm Algorithm: a bio-inspired optimizer for engineering design problems
  publication-title: Adv. Eng. Software
  doi: 10.1016/j.advengsoft.2017.07.002
– volume: 25
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib16
  article-title: Diesel-oxygenated fuels ternary blends with nano additives in compression ignition engine: a step towards cleaner combustion and green environment
  publication-title: Case Stud. Therm. Eng.
  doi: 10.1016/j.csite.2021.100911
– volume: 119
  start-page: 266
  year: 2014
  ident: 10.1016/j.csite.2023.103554_bib6
  article-title: Performance optimization of CI engine fuelled with waste fried oil methyl ester-diesel blend using response surface methodology
  publication-title: Fuel
  doi: 10.1016/j.fuel.2013.11.039
– volume: 26
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib14
  article-title: Combustion characteristics of a diesel engine running with Mandarin essential oil-diesel mixtures and propanol additive under different exhaust gas recirculation: experimental investigation and numerical simulation
  publication-title: Case Stud. Therm. Eng.
  doi: 10.1016/j.csite.2021.101100
– start-page: 1
  year: 2019
  ident: 10.1016/j.csite.2023.103554_bib73
  article-title: Effect of 1-butanol on the characteristics of diesel engine powered with novel tamarind biodiesel for the future sustainable energy source
  publication-title: Energy Sources, Part A Recover. Util. Environ. Eff.
– year: 2022
  ident: 10.1016/j.csite.2023.103554_bib85
  article-title: Optimization of diesel engine performance and emissions with biodiesel-diesel blends and EGR using response surface methodology (RSM)
  publication-title: Clean. Eng. Technol.
  doi: 10.1016/j.clet.2022.100509
– volume: 25
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib15
  article-title: Experimental investigation on compression ignition engine powered with pentanol and thevetia peruviana methyl ester under reactivity controlled compression ignition mode of operation
  publication-title: Case Stud. Therm. Eng.
  doi: 10.1016/j.csite.2021.100921
– volume: 48
  start-page: 6738
  issue: 18
  year: 2023
  ident: 10.1016/j.csite.2023.103554_bib40
  article-title: Application of machine learning and Box-Behnken design in optimizing engine characteristics operated with a dual-fuel mode of algal biodiesel and waste-derived biogas
  publication-title: Int. J. Hydrogen Energy
  doi: 10.1016/j.ijhydene.2022.04.152
– volume: 95
  start-page: 186
  year: 2016
  ident: 10.1016/j.csite.2023.103554_bib43
  article-title: SVM and ANFIS for prediction of performance and exhaust emissions of a SI engine with gasoline-ethanol blended fuels
  publication-title: Appl. Therm. Eng.
  doi: 10.1016/j.applthermaleng.2015.11.009
– volume: 263
  year: 2023
  ident: 10.1016/j.csite.2023.103554_bib35
  article-title: Performance optimization of a diesel engine fueled with hydrogen/biodiesel with water addition based on the response surface methodology
  publication-title: Energy
  doi: 10.1016/j.energy.2022.125869
– volume: 13
  start-page: 537
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib63
  article-title: Mechanical and corrosion studies of friction stir welded nano Al2O3 reinforced Al-Mg matrix composites: RSM-ANN modelling approach
  publication-title: Symmetry
  doi: 10.3390/sym13040537
– volume: 218
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib19
  article-title: Combustion behavior, performance and emission characteristics of diesel engine fuelled with biodiesel containing cerium oxide nanoparticles: a review
  publication-title: Fuel Process. Technol.
  doi: 10.1016/j.fuproc.2021.106840
– volume: 16
  year: 2022
  ident: 10.1016/j.csite.2023.103554_bib39
  article-title: Application of artificial neural networks for the prediction of performance and exhaust emissions in IC engine using biodiesel-diesel blends containing quantum dot based on carbon doped
  publication-title: Energy Convers. Manag. X
– volume: 96
  start-page: 569
  year: 2016
  ident: 10.1016/j.csite.2023.103554_bib34
  article-title: Optimization of diesel–butanol–vegetable oil blend ratios based on engine operating parameters
  publication-title: Energy
  doi: 10.1016/j.energy.2015.12.091
– volume: 11
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib36
  article-title: Effect of alumina nanoparticles as additive with diesel–biodiesel blends on performance and emission characteristic of a six-cylinder diesel engine using response surface methodology (RSM)
  publication-title: Energy Convers. Manag. X
– start-page: 1
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib68
  article-title: Impact of injection timings and exhaust gas recirculation rates on the characteristics of diesel engine operated with neat tamarind biodiesel
  publication-title: Energy Sources, Part A Recover. Util. Environ. Eff.
– volume: 157
  year: 2022
  ident: 10.1016/j.csite.2023.103554_bib74
  article-title: A comprehensive review on the current trends, challenges and future prospects for sustainable mobility
  publication-title: Renew. Sustain. Energy Rev.
  doi: 10.1016/j.rser.2022.112073
– year: 2021
  ident: 10.1016/j.csite.2023.103554_bib79
  article-title: Integrated Taguchi-GRA-RSM optimization and ANN modelling of thermal performance of Zinc oxide nanofluids in an automobile Radiator
  publication-title: Case Stud. Therm. Eng.
– volume: 292
  year: 2023
  ident: 10.1016/j.csite.2023.103554_bib81
  article-title: Prediction and performance optimisation of a DI CI engine fuelled diesel–Bael biodiesel blends with DMC additive using RSM and ANN: energy and exergy analysis
  publication-title: Energy Convers. Manag.
  doi: 10.1016/j.enconman.2023.117386
– volume: 33
  start-page: 113
  issue: 1
  year: 2009
  ident: 10.1016/j.csite.2023.103554_bib2
  article-title: Production of biodiesel fuels from linseed oil using methanol and ethanol in non-catalytic SCF conditions
  publication-title: Biomass Bioenergy
  doi: 10.1016/j.biombioe.2008.04.018
– volume: 238
  issue: September
  year: 2022
  ident: 10.1016/j.csite.2023.103554_bib66
  article-title: Bio-gasoline and bio-naphtha production from catalytic cracking of linseed oil methyl ester over iron- and zinc-modified HZSM-5 and γ-Al2O3 catalysts in a fixed double-beds reactor
  publication-title: Fuel Process. Technol.
– volume: 348
  year: 2023
  ident: 10.1016/j.csite.2023.103554_bib77
  article-title: Model-prediction and optimization of the performance of a biodiesel–Producer gas powered dual-fuel engine
  publication-title: Fuel
  doi: 10.1016/j.fuel.2023.128405
– volume: 371
  year: 2022
  ident: 10.1016/j.csite.2023.103554_bib10
  article-title: Enhancement of the combustion and stability aspects of diesel-methanol-hydrous methanol blends utilizing n-octanol, diethyl ether, and nanoparticle additives
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2022.133673
– start-page: 1
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib78
  article-title: Back propagation modeling of shear stress and viscosity of aqueous Ionic-MXene nanofluids
  publication-title: J. Therm. Anal. Calorim.
– volume: 202
  year: 2020
  ident: 10.1016/j.csite.2023.103554_bib41
  article-title: A hybrid ANN-Fuzzy approach for optimization of engine operating parameters of a CI engine fueled with diesel-palm biodiesel-ethanol blend
  publication-title: Energy
  doi: 10.1016/j.energy.2020.117813
– volume: 3
  start-page: 267
  issue: 5
  year: 2011
  ident: 10.1016/j.csite.2023.103554_bib84
  article-title: Bat algorithm for multi-objective optimisation
  publication-title: Int. J. Bio-Inspired Comput.
  doi: 10.1504/IJBIC.2011.042259
– volume: 267
  year: 2020
  ident: 10.1016/j.csite.2023.103554_bib23
  article-title: Performance improvement and exhaust emissions reduction in diesel engine through the use of graphene quantum dot (GQD) nanoparticles and ethanol-biodiesel blends
  publication-title: Fuel
  doi: 10.1016/j.fuel.2020.117116
– volume: 47
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib61
  article-title: A review on application of artificial neural network (ANN) for performance and emission characteristics of diesel engine fueled with biodiesel-based fuels
  publication-title: Sustain. Energy Technol. Assessments
– volume: 227
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib8
  article-title: An optical study on spray and combustion characteristics of ternary hydrogenated catalytic biodiesel/methanol/n-octanol blends; part П: liquid length and in-flame soot
  publication-title: Energy
  doi: 10.1016/j.energy.2021.120543
– start-page: 1
  year: 2020
  ident: 10.1016/j.csite.2023.103554_bib5
  article-title: Performance and emission characteristics of waste frying oil biodiesel blends as pilot fuel on a dual fuel compression ignition engine
  publication-title: Energy Sources, Part A Recover. Util. Environ. Eff.
– volume: 302
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib13
  article-title: Experimental evaluation of the performance and emissions of a direct-injection compression-ignition engine fueled with n-hexanol–diesel blends
  publication-title: Fuel
  doi: 10.1016/j.fuel.2021.121144
– volume: 85
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib25
  article-title: Machine learning technology in biodiesel research: a review
  publication-title: Prog. Energy Combust. Sci.
  doi: 10.1016/j.pecs.2021.100904
– volume: 24
  start-page: 7579
  issue: 6
  year: 2022
  ident: 10.1016/j.csite.2023.103554_bib1
  article-title: Assessment of diesel engine characteristics by using soybean oil as a biofuel
  publication-title: Environ. Dev. Sustain.
  doi: 10.1007/s10668-021-01645-0
– volume: 234
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib31
  article-title: RSM based parameter optimization of CI engine fuelled with nickel oxide dosed Azadirachta indica methyl ester
  publication-title: Energy
  doi: 10.1016/j.energy.2021.121282
– volume: 9
  start-page: 210
  year: 2018
  ident: 10.1016/j.csite.2023.103554_bib50
  article-title: An overview on fuel properties and prospects of Jatropha biodiesel as fuel for engines
  publication-title: Environ. Technol. Innov.
  doi: 10.1016/j.eti.2017.12.003
– volume: 89
  start-page: 396
  year: 2015
  ident: 10.1016/j.csite.2023.103554_bib53
  article-title: Experimental investigation of CI engine combustion, performance and emissions in DEE-kerosene-diesel blends of high DEE concentration
  publication-title: Energy Convers. Manag.
  doi: 10.1016/j.enconman.2014.10.022
– volume: 12
  start-page: 5987
  issue: 12
  year: 2022
  ident: 10.1016/j.csite.2023.103554_bib62
  article-title: Niger seed oil-based biodiesel production using transesterification process: experimental investigation and optimization for higher biodiesel yield using box–behnken design and artificial intelligence tools
  publication-title: Appl. Sci.
  doi: 10.3390/app12125987
– volume: 8
  start-page: 2602
  issue: 7
  year: 2019
  ident: 10.1016/j.csite.2023.103554_bib48
  article-title: Effect of cotton seed oil in diesel engine performance emission and combustion characteristics
  publication-title: Int. J. Innovative Technol. Explor. Eng.
– volume: 90
  start-page: 383
  year: 2015
  ident: 10.1016/j.csite.2023.103554_bib33
  article-title: Response surface methodology based optimization of diesel–n-butanol–cotton oil ternary blend ratios to improve engine performance and exhaust emission characteristics
  publication-title: Energy Convers. Manag.
  doi: 10.1016/j.enconman.2014.11.029
– volume: 52
  start-page: 1935
  year: 2022
  ident: 10.1016/j.csite.2023.103554_bib37
  article-title: Performance and emission modeling of a 4-stroke diesel engine with biodiesel extracts from waste cooking oil blends with ZnO nanoparticle using ELM
  publication-title: Mater. Today Proc.
  doi: 10.1016/j.matpr.2021.11.581
– volume: 20
  start-page: 511
  issue: 2
  year: 2017
  ident: 10.1016/j.csite.2023.103554_bib3
  article-title: Analysis of properties and estimation of optimum blending ratio of blended mahua biodiesel
  publication-title: Eng. Sci. Technol. an Int. J.
  doi: 10.1016/j.jestch.2016.12.005
– volume: 190
  year: 2020
  ident: 10.1016/j.csite.2023.103554_bib49
  article-title: Characteristics of bio-oil from continuous fast pyrolysis of Prosopis juliflora
  publication-title: Energy
  doi: 10.1016/j.energy.2019.116387
– volume: 14
  start-page: 2452
  issue: 9
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib64
  article-title: Influence of the fly ash material inoculants on the tensile and impact characteristics of the aluminum AA 5083/7.5 SiC composites
  publication-title: Materials
  doi: 10.3390/ma14092452
– volume: 277
  year: 2023
  ident: 10.1016/j.csite.2023.103554_bib12
  article-title: Enhancement of the waste cooking oil biodiesel usability in the diesel engine by using n-decanol, nitrogen-doped, and amino-functionalized multi-walled carbon nanotube
  publication-title: Energy Convers. Manag.
  doi: 10.1016/j.enconman.2022.116646
– volume: 202
  year: 2020
  ident: 10.1016/j.csite.2023.103554_bib28
  article-title: A hybrid ANN-Fuzzy approach for optimization of engine operating parameters of a CI engine fueled with diesel-palm biodiesel-ethanol blend
  publication-title: Energy
  doi: 10.1016/j.energy.2020.117813
– volume: 198
  start-page: 549
  year: 2022
  ident: 10.1016/j.csite.2023.103554_bib56
  article-title: Hybrid optimization and modelling of CI engine performance and emission characteristics of novel hybrid biodiesel blends
  publication-title: Renew. Energy
  doi: 10.1016/j.renene.2022.08.008
– volume: 52
  issue: PD
  year: 2022
  ident: 10.1016/j.csite.2023.103554_bib26
  article-title: Using response surface methodology approach for optimizing performance and emission parameters of diesel engine powered with ternary blend of Solketal-biodiesel-diesel
  publication-title: Sustain. Energy Technol. Assessments
– volume: 286
  year: 2023
  ident: 10.1016/j.csite.2023.103554_bib11
  article-title: Effect of diethyl ether addition to waste cooking oil biodiesel on the combustion and emission characteristics of a swirl-stabilized premixed flame
  publication-title: Energy Convers. Manag.
  doi: 10.1016/j.enconman.2023.117052
– start-page: 1
  year: 2020
  ident: 10.1016/j.csite.2023.103554_bib30
  article-title: Development of ternary models for prediction of biogas yield in a novel modular biodigester: a case of fuzzy Mamdani model (FMM), artificial neural network (ANN), and response surface methodology (RSM)
  publication-title: Biomass Convers. Biorefinery
– ident: 10.1016/j.csite.2023.103554_bib44
– volume: 250
  year: 2022
  ident: 10.1016/j.csite.2023.103554_bib87
  article-title: Multi-objective optimization of performance and emission characteristics of a CRDI diesel engine fueled with sapota methyl ester/diesel blends
  publication-title: Energy
  doi: 10.1016/j.energy.2022.123709
– volume: 240
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib9
  article-title: Influence of quaternary combinations of biodiesel/methanol/n-octanol/diethyl ether from waste cooking oil on combustion, emission, and stability aspects of a diesel engine
  publication-title: Energy Convers. Manag.
  doi: 10.1016/j.enconman.2021.114268
– volume: 46
  start-page: 10175
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib67
  article-title: Experimental investigation of a diesel engine operated with oxygenated linseed oil
  publication-title: Mater. Today Proc.
  doi: 10.1016/j.matpr.2020.11.145
– volume: 15
  issue: 12
  year: 2016
  ident: 10.1016/j.csite.2023.103554_bib42
  article-title: Response surface methodology (RSM) based optimization of biodiesel-diesel blends and investigation of their effects on diesel engine operating conditions and emission characteristics
  publication-title: Environ. Eng. Manag. J.
  doi: 10.30638/eemj.2016.304
– year: 2022
  ident: 10.1016/j.csite.2023.103554_bib46
  article-title: A novel optimization approach for biohydrogen production using algal biomass
  publication-title: Int. J. Hydrogen Energy
  doi: 10.1016/j.ijhydene.2022.09.274
– volume: 134
  start-page: 455
  year: 2016
  ident: 10.1016/j.csite.2023.103554_bib71
  article-title: Investigation on the emission quality, performance and combustion characteristics of the compression ignition engine fueled with environmental friendly corn oil methyl ester – diesel blends
  publication-title: Ecotoxicol. Environ. Saf.
  doi: 10.1016/j.ecoenv.2016.01.023
– volume: 52
  year: 2022
  ident: 10.1016/j.csite.2023.103554_bib65
  article-title: Influence of artificial roughness parametric variation on thermal performance of solar thermal collector: an experimental study, response surface analysis and ANN modelling
  publication-title: Sustain. Energy Technol. Assessments
– volume: 269
  year: 2020
  ident: 10.1016/j.csite.2023.103554_bib82
  article-title: Performance and emission prediction of a compression ignition engine fueled with biodiesel-diesel blends: a combined application of ANN and RSM based optimization
  publication-title: Fuel
  doi: 10.1016/j.fuel.2020.117472
– volume: 216
  start-page: 818
  year: 2018
  ident: 10.1016/j.csite.2023.103554_bib22
  article-title: A new kind of nanohybrid poly (tetradecyl methyl-acrylate)-graphene oxide as pour point depressant to evaluate the cold flow properties and exhaust gas emissions of diesel fuels
  publication-title: Fuel
  doi: 10.1016/j.fuel.2017.07.087
– volume: 27
  start-page: 664
  year: 2013
  ident: 10.1016/j.csite.2023.103554_bib86
  article-title: Impact of palm, mustard, waste cooking oil and Calophyllum inophyllum biofuels on performance and emission of CI engine
  publication-title: Renew. Sustain. Energy Rev.
  doi: 10.1016/j.rser.2013.07.059
– volume: 7
  start-page: 138
  issue: 1
  year: 2022
  ident: 10.1016/j.csite.2023.103554_bib70
  article-title: Study of linseed oil, its biodiesel and xylene as flow improver for Nigerian waxy crude oils
  publication-title: Pet. Res.
– volume: 47
  start-page: 1996
  issue: 3
  year: 2022
  ident: 10.1016/j.csite.2023.103554_bib27
  article-title: Optimisation of operating parameters on the performance characteristics of a free piston engine linear generator fuelled by CNG–H2 blends using the response surface methodology (RSM)
  publication-title: Int. J. Hydrogen Energy
  doi: 10.1016/j.ijhydene.2021.10.125
– volume: 407
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib38
  article-title: Soft computing-based modeling and emission control/reduction of a diesel engine fueled with carbon nanoparticle-dosed water/diesel emulsion fuel
  publication-title: J. Hazard Mater.
  doi: 10.1016/j.jhazmat.2020.124369
– volume: 248
  start-page: 330
  year: 2019
  ident: 10.1016/j.csite.2023.103554_bib32
  article-title: Multi-objective optimization of modified nanofluid fuel blends at different TiO2 nanoparticle concentration in diesel engine: experimental assessment and modeling
  publication-title: Appl. Energy
  doi: 10.1016/j.apenergy.2019.04.091
– volume: 18
  year: 2020
  ident: 10.1016/j.csite.2023.103554_bib21
  article-title: The impact of adding nano-Al2O3 and nano-ZnO to Iraqi diesel fuel in terms of compression ignition engines' performance and emitted pollutants
  publication-title: Therm. Sci. Eng. Prog.
– volume: 16
  start-page: 4458
  issue: 12
  year: 2023
  ident: 10.1016/j.csite.2023.103554_bib24
  article-title: Electric discharge machining of Ti6Al4V ELI in biomedical industry: parametric analysis of surface functionalization and tribological characterization
  publication-title: Materials
  doi: 10.3390/ma16124458
– volume: 179
  start-page: 1663
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib47
  article-title: Optimization of Chlorella variabilis. MK039712. 1 lipid transesterification using Response Surface Methodology and analytical characterization of biodiesel
  publication-title: Renew. Energy
  doi: 10.1016/j.renene.2021.07.123
– volume: 34
  start-page: 1227
  issue: 5
  year: 2009
  ident: 10.1016/j.csite.2023.103554_bib72
  article-title: Effect of injection pressure on performance, emission and combustion characteristics of high linolenic linseed oil methyl ester in a DI diesel engine
  publication-title: Renew. Energy
  doi: 10.1016/j.renene.2008.10.001
– volume: 14
  issue: 9
  year: 2022
  ident: 10.1016/j.csite.2023.103554_bib58
  article-title: Response surface, neural network, and experimental approach to optimize process parameters and characterization of Al-Mg alloy by friction stir welding
  publication-title: Adv. Mech. Eng.
  doi: 10.1177/16878132221120460
– volume: 2022
  year: 2022
  ident: 10.1016/j.csite.2023.103554_bib59
  article-title: Thermal performance study of solar air dryers for cashew kernel: a comparative analysis and modelling using response surface methodology (RSM) and artificial neural network (ANN)
  publication-title: Int. J. Photoenergy
  doi: 10.1155/2022/4598921
– volume: 254
  year: 2019
  ident: 10.1016/j.csite.2023.103554_bib4
  article-title: An experimental evaluation of engine performance and emisssion characteristics of CI engine operated with Roselle and Karanja biodiesel
  publication-title: Fuel
  doi: 10.1016/j.fuel.2019.115652
– volume: 14
  start-page: 7370
  issue: 21
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib60
  article-title: Modelling and computational experiment to obtain optimized neural network for battery thermal management data
  publication-title: Energies
  doi: 10.3390/en14217370
– volume: 42
  start-page: 2911
  issue: 23
  year: 2020
  ident: 10.1016/j.csite.2023.103554_bib75
  article-title: Ignition analysis on neat alcohols and biodiesel blends propelled research compression ignition engine
  publication-title: Energy Sources, Part A Recover. Util. Environ. Eff.
– start-page: 1
  year: 2021
  ident: 10.1016/j.csite.2023.103554_bib20
  article-title: Effect of n-amyl alcohol/biodiesel blended nano additives on the performance, combustion and emission characteristics of CRDi diesel engine
  publication-title: Environ. Sci. Pollut. Res.
– volume: 41
  start-page: 1049
  issue: 9
  year: 2019
  ident: 10.1016/j.csite.2023.103554_bib29
  article-title: Comparison of Response Surface Methodology (RSM) and Artificial Neural Network (ANN) in modelling of waste coconut oil ethyl esters production
  publication-title: Energy Sources, Part A Recover. Util. Environ. Eff.
– volume: 280
  issue: June
  year: 2020
  ident: 10.1016/j.csite.2023.103554_bib51
  article-title: Characteristics analysis of julifora biodiesel derived from different production methods
  publication-title: Fuel
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