Investigation of the combined use of diesel and CNG fuels on an HCCI engine using Response Surface Methodology (RSM)

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In this study, the effects of the combined use of diesel and Compressed Natural Gas (CNG) fuels on the performance, combustion and emissions were experimentally and statistically investigated in a Homogeneous Charged Compression Ignition (HCCI) engine. Diesel and CNG fuels were used at different ratios between 0% and 80% by mass, and tests were conducted at different engine loads. The experimental procedure was designed using the Response Surface Methodology (RSM) composite central design method. The experimental data were analyzed using MATLAB and entered into the RSM. In order to determine the response parameters predictably, model equations were created, counter graphs were drawn and optimization was carried out. Engine load and CNG ratio, which are the optimum input parameters, were determined as 68.36% and 2.864%, respectively. The response parameter values were obtained as 4.487 bar for Indicated Mean Effective Pressure (IMEP), 39.3% for Indicated Thermal Efficiency (ITE), 255.5 g/kWh for Brake Specific Fuel Consumption (BSFC), 3.343% for Coefficient of Variation of Indicated Mean Effective Pressure (COVIMEP), 0.247% for CO, 191.566 ppm for HC, 579.538 ppm for NOx and 1.393 m-1 for smoke. This study, in which a combined diesel and CNG fueled engine operating in HCCI combustion mode is examined with experimental and statistical methods, will fill an important gap in the literature and provide researchers with a new perspective. © 2025 Sharif University of Technology.

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dc.contributor.authorDemirci, Oğuz Kürşat
dc.contributor.authorÇınar, Can
dc.contributor.authorKocakulak, Tolga
dc.date.accessioned2026-10-18T20:26:29.864053284Z
dc.date.available2026-10-18T20:26:29.864053284Z
dc.date.issued2025
dc.description.abstractIn this study, the effects of the combined use of diesel and Compressed Natural Gas (CNG) fuels on the performance, combustion and emissions were experimentally and statistically investigated in a Homogeneous Charged Compression Ignition (HCCI) engine. Diesel and CNG fuels were used at different ratios between 0% and 80% by mass, and tests were conducted at different engine loads. The experimental procedure was designed using the Response Surface Methodology (RSM) composite central design method. The experimental data were analyzed using MATLAB and entered into the RSM. In order to determine the response parameters predictably, model equations were created, counter graphs were drawn and optimization was carried out. Engine load and CNG ratio, which are the optimum input parameters, were determined as 68.36% and 2.864%, respectively. The response parameter values were obtained as 4.487 bar for Indicated Mean Effective Pressure (IMEP), 39.3% for Indicated Thermal Efficiency (ITE), 255.5 g/kWh for Brake Specific Fuel Consumption (BSFC), 3.343% for Coefficient of Variation of Indicated Mean Effective Pressure (COVIMEP), 0.247% for CO, 191.566 ppm for HC, 579.538 ppm for NOx and 1.393 m-1 for smoke. This study, in which a combined diesel and CNG fueled engine operating in HCCI combustion mode is examined with experimental and statistical methods, will fill an important gap in the literature and provide researchers with a new perspective. © 2025 Sharif University of Technology.
dc.identifier.doi10.24200/sci.2024.61671.7433
dc.identifier.issn1026-3098
dc.identifier.issue11
dc.identifier.scopus2-s2.0-105040961295
dc.identifier.startpage7433
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/ebyu/11454
dc.identifier.volume32
dc.identifier.wosWOS:001769408400001
dc.language.isoen
dc.publisherSharif University of Technology
dc.relation.ispartofScientia Iranica
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectCompressed Natural Gas (CNG)
dc.subjectDiesel
dc.subjectHomogeneous Charged Compression Ignition (HCCI) engine
dc.subjectOptimization
dc.subjectResponse surface method
dc.subjectCompressed natural gas
dc.subjectDiesel engines
dc.subjectFuel consumption
dc.subjectIgnition
dc.subjectMATLAB
dc.subjectSurface properties
dc.subjectCompressed natural gas fuels
dc.subjectCompression ignition engine
dc.subjectEngine load
dc.subjectHomogeneous charged compression ignition engine
dc.subjectOptimisations
dc.subjectResponse parameters
dc.subjectResponse surfaces methods
dc.subjectResponse-surface methodology
dc.subjectdiesel engine
dc.subjectnatural gas
dc.subjectnumerical model
dc.subjectparameter estimation
dc.subjectresponse surface methodology
dc.titleInvestigation of the combined use of diesel and CNG fuels on an HCCI engine using Response Surface Methodology (RSM)
dc.typeArticle
dspace.entity.typePublication
rdl.citation.scopus1
rdl.citation.wos1
rdl.oa.statusgold
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)