Application of artificial neural network to forecast engine performance and emissions of a spark ignition engine
Increasing the application of machine learning algorithms in engine development has the
potential to reduce the number of experimental runs and the computation cost of …
potential to reduce the number of experimental runs and the computation cost of …
[HTML][HTML] Comparison of linear regression and artificial neural network model of a diesel engine fueled with biodiesel-alcohol mixtures
This study deals with usage of linear regression (LR) and artificial neural network (ANN)
modeling to predict engine performance; torque and exhaust emissions; and carbon …
modeling to predict engine performance; torque and exhaust emissions; and carbon …
Performance and exhaust emissions prediction of a CRDI assisted single cylinder diesel engine coupled with EGR using artificial neural network
The present study explores the potential of artificial neural network to predict the
performance and exhaust emissions of an existing single cylinder four-stroke CRDI engine …
performance and exhaust emissions of an existing single cylinder four-stroke CRDI engine …
Prediction of performance and exhaust emissions of a diesel engine fueled with biodiesel produced from waste frying palm oil
Biodiesel is receiving increasing attention each passing day because of its fuel properties
and compatibility with the petroleum-based diesel fuel (PBDF). Therefore, in this study, the …
and compatibility with the petroleum-based diesel fuel (PBDF). Therefore, in this study, the …
Artificial neural networks modelling of engine-out responses for a light-duty diesel engine fuelled with biodiesel blends
This paper reports an artificial neural networks (ANN) modelling programme for a light-duty
diesel engine powered using blends of various biodiesel fuels with conventional fossil …
diesel engine powered using blends of various biodiesel fuels with conventional fossil …
Application of artificial neural network to predict specific fuel consumption and exhaust temperature for a diesel engine
The ability of an artificial neural network model, using a back propagation learning
algorithm, to predict specific fuel consumption and exhaust temperature of a Diesel engine …
algorithm, to predict specific fuel consumption and exhaust temperature of a Diesel engine …
Artificial neural network based prediction of performance and emission characteristics of a variable compression ratio CI engine using WCO as a biodiesel at different …
PS Pai, BRS Rao - Applied Energy, 2011 - Elsevier
Due to the increasing demand for fossil fuels and environmental threat due to pollution a
number renewable sources of energy have been studied worldwide. In the present …
number renewable sources of energy have been studied worldwide. In the present …
Engine combustion system optimization using computational fluid dynamics and machine learning: a methodological approach
Gasoline compression ignition (GCI) engines are considered an attractive alternative to
traditional spark-ignition and diesel engines. In this work, a Machine Learning-Grid Gradient …
traditional spark-ignition and diesel engines. In this work, a Machine Learning-Grid Gradient …
Prediction of torque and specific fuel consumption of a gasoline engine by using artificial neural networks
This study presents an artificial neural network (ANN) model to predict the torque and brake
specific fuel consumption of a gasoline engine. An explicit ANN based formulation is …
specific fuel consumption of a gasoline engine. An explicit ANN based formulation is …
Experimental and numerical consideration of the effect of CeO2 nanoparticles on diesel engine performance and exhaust emission with the aid of artificial neural …
HS Saraee, H Taghavifar, S Jafarmadar - Applied Thermal Engineering, 2017 - Elsevier
Reduction of exhaust emission and fuel consumption is one of the most important
challenges in the engine communities. One of the methods to overcome the issue is …
challenges in the engine communities. One of the methods to overcome the issue is …