Ann based prediction of engine performance and exhaust emission responses of a ci engine powered by ternary blends
| dc.contributor.author | Karagöz, Mustafa | |
| dc.date.accessioned | 2024-09-29T16:30:47Z | |
| dc.date.available | 2024-09-29T16:30:47Z | |
| dc.date.issued | 2020 | |
| dc.department | Karabük Üniversitesi | en_US |
| dc.description.abstract | In this study, experimental data was collected from a single cylinder diesel engine fueled by pyrolytic oil, neat diesel and butanol fuel blends. The experimentswere conducted at various engine loads, namely from 0.25 kW to 1.25 kW by0.25 kW increment. The engine performance and exhaust emission data obtainedwere modeled using an artificial neural network (ANN) algorithm. CO, NOx,BSFC, and BTE were considered in the ANN model. The results were discussedin terms of R2, MBE, and RMSE metrics. R2 value of the performance and exhaustemission responses’ prediction were 0.986, 0.963, 0.991, and 0967 for BTE,BSFC, NOx, and CO, respectively, and in addition, all MBE value was very closeto zero and smaller than 1.14. As a conclusion, the present paper showed thatperformance and exhaust emission responses of ternary fuels can be accuratelypredicted using an artificial neural network | en_US |
| dc.identifier.doi | 10.30939/ijastech..771789 | |
| dc.identifier.endpage | 184 | en_US |
| dc.identifier.issue | 3 | en_US |
| dc.identifier.startpage | 180 | en_US |
| dc.identifier.trdizinid | 357642 | en_US |
| dc.identifier.uri | https://doi.org/10.30939/ijastech..771789 | |
| dc.identifier.uri | https://search.trdizin.gov.tr/tr/yayin/detay/357642 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14619/10901 | |
| dc.identifier.volume | 4 | en_US |
| dc.indekslendigikaynak | TR-Dizin | en_US |
| dc.institutionauthor | Karagöz, Mustafa | |
| dc.language.iso | en | en_US |
| dc.relation.ispartof | International Journal of Automotive Science and Technology | en_US |
| dc.relation.publicationcategory | Makale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/openAccess | en_US |
| dc.title | Ann based prediction of engine performance and exhaust emission responses of a ci engine powered by ternary blends | en_US |
| dc.type | Article | en_US |
