It is seen that the obtained ANFIS model can makesolid estimations about output emission and performance values of an internal combustionengine with different methanol mixtures.
📌 3 Key Takeaways
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Objective & Hypothesis:In this study, the effect of methanol mixtures in different proportions to emission andperformance of the motor has been estimated using Adaptive Neuro Fuzzy Inference System(ANFIS) model.
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Key Findings & Data:The estimatedperformance of the model has been obtained by comparison of the estimated results of theANFIS model and the experimental results.
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Conclusion & Impact:It is seen that the obtained ANFIS model can makesolid estimations about output emission and performance values of an internal combustionengine with different methanol mixtures.
🔬Design:Modeling & Simulation
📍Scope:Comprehensive Sample
⚙️Variables:Domain Parameters
Abstract
In this study, the effect of methanol mixtures in different proportions to emission andperformance of the motor has been estimated using Adaptive Neuro Fuzzy Inference System(ANFIS) model. Traini ng data and test data have been obtained from the results of experimentson a single cylinder, four- stroke engine with direct- injection under different spraying pressures.An ANFIS model has been developed using these experimental data. The estimatedperformance of the model has been obtained by comparison of the estimated results of theANFIS model and the experimental results. It is seen that the obtained ANFIS model can makesolid estimations about output emission and performance values of an internal combustionengine with different methanol mixtures.
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Cite This Article
ÖZKAN, İ. A., CINIVIZ, M., CANDAN, F. (2022). Estimating engine performance and emission values using anfis. International Journal of Automotive Engineering and Technologies, Cilt: 4 - Sayı: 1, 63–67. https://ajindex.com/articles/540394
Westerholm R., and Egeback K., "Exhaust emissions from light- and heavy- duty vehicles: chemical composition, ımpact of exhaust after treatment, and fuel parameters", University of Stockholm, Department of Analytical Chemistry, Stockholm, Sweden; The Swedish Motor Vehicle Inspection Company, Vallingby Sweden Environ Health Perspect, 102 (Supply 4), 1994
Chong- Lin Song, Ying- Chao Zhou, Rui- Jing Huang, Yu- Qiu Wang, Qi - Fei Huang, Gang Lü, Ke- Ming Liu, "Influence of ethanol-diesel blended fuels on diesel exhaust emissions and mutagenic and genotoxic activities of particulate extracts", Journal of Hazardous Materials, Volume 149, Issue 2, Pages 355 - 363, 2007
Altun Ş., Gür M., "Bitkisel yağları n alternative yakıt olarak dizel motorlarında kullanılması", Harran Üniversitesi Ziraat Fakültesi Dergisi, 9(3): 35 - 42, 2005
Peng Geng, Chunde Yao, Lijiang Wei, Junheng Liu, Quangang Wang, Wang Pan, Jianyun Wang, "Reduction of PM emissions from a heavy- duty diesel engine with diesel/methanol dual fuel", Fuel, Volume 123, 1 May 2014
Z.H. Zhang, C.S. Cheung, C.D. Yao, "Influence of fumigation methanol on the combustion and particulate emissions of a diesel engine", Fuel, Volume 111, 2013
M.H. Mat Yasin, Talal Yusaf, R. Mamat, A. Fitri Yusop, "Characterization of a diesel engine operating with a small proportion of methanol as a fuel additive in biodiesel blend", Applied Energy, Volume 114, 2014.