DOI:​10.1016/J.APPLTHERMALENG.2015.10.140
Corpus ID: 110850938
Support vector machine-based exergetic modelling of a DI diesel engine running on biodiesel–diesel blends containing expanded polystyrene
Shahaboddin Shamshirband, M. Tabatabaei, +2 authorsD. Petković
Published 2016
Engineering

Applied Thermal Engineering
Abstract In the present study, four Support Vector Machine-based (SVM-based) approaches and the standard artificial neural network (ANN) model were designed and compared in modelling the exergetic… Expand
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39 Citations
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39 Citations
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Improving exergetic and sustainability parameters of a DI diesel engine using polymer waste dissolved in biodiesel as a novel diesel additive
M. Aghbashlo, M. Tabatabaei, Pouya Mohammadi, Navid Pourvosoughi, A. Nikbakht, Sayed Amir Hosein Goli
Engineering
2015
Abstract Exergy analysis of a DI diesel engine running on several biodiesel/diesel blends (B5) containing various quantities of expanded polystyrene (EPS) was carried out. Neat diesel and B5 were… Expand
102 Citations
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Environmental Science
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54 Citations
Effect of the use of olive–pomace oil biodiesel/diesel fuel blends in a compression ignition engine: Preliminary exergy analysis
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Engineering
2014
Abstract Although biodiesel is among the most studied biofuels for diesel engines, it is usually produced from edible oils, which gives way to controversy between the use of land for fuel and food.… Expand
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Cetane number effect on the energetic and exergetic efficiency of a diesel engine fuelled with biodi
M. Tat
Environmental Science, Chemistry
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Abstract This study presents the energy, exergy and heat release analysis of a John Deere 4045 T 4.5 L, four-stroke, four-cylinder, turbocharged diesel engine. The engine was run with four different… Expand
62 Citations
Exergy efficiency applied for the performance optimization of a direct injection compression ignition (CI) engine using biofuels.
Y. Azoumah, J. Blin, T. Daho
Engineering
2009
The need to decrease the consumption of materials and energy and to promote the use of renewable resources, such as biofuels, stress the importance of evaluating the performance of engines based on… Expand
84 Citations
Exergy analysis of engines fuelled with biodiesel from high oleic soybeans based on experimental values
H. Caliskan, M. Tat, A. Hepbasli, J. V. Gerpen
Environmental Science
2010
This study dealt with energy and exergy analyses of a John Deere 4045T diesel engine run with no. 2 diesel fuel, Soybean oil Methyl Ester (SME) and High-Oleic soybean oil Methyl Ester (HOME) at 1400… Expand
53 Citations
Energetic and exergetic analyses of a dual-fuel diesel engine
Y. J. Costa, A. G. B. Lima, C. R. B. Filho, L. Lima
Engineering
2012
The aim of this work is to investigate theoretically and experimentally the performance characteristics of a commercial diesel engine when operating in dual form: natural gas and diesel. The… Expand
55 Citations
The use of artificial neural network to predict exergetic performance of spray drying process: A preliminary study
M. Aghbashlo, H. Mobli, S. Rafiee, A. Madadlou
Engineering
2012
A feedforward artificial neural network (ANN) was applied to predict the exergetic performance of a microencapsulation process via spray drying. The exergetic data was obtained from drying… Expand
62 Citations
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Energy and Exergy Analyses of a Diesel Engine Fuelled with Various Biodiesels
M. Canakci, M. Hosoz
Environmental Science
2006
This study deals with comparative energy and exergy analyses of a four-cylinder turbocharged diesel engine using two different biodiesel fuels, petroleum diesel fuel, and blends of the biodiesels… Expand
100 Citations
Performance assessment of an internal combustion engine at varying dead (reference) state temperatures
H. Caliskan, M. Tat, A. Hepbasli
Engineering
2009
Abstract This study deals with investigating the effect of varying dead state temperatures on exergy efficiency of a high-oleic methyl ester (HOME) fueled internal combustion engine (ICE). This… Expand
59 Citations
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