Prediction of Vehicle Fuel Consumption Model Based on Artificial Neural Network

With the increasing cost of fuel price minimizing fuel consumption is a major concern as far as sustainable engineering is concerned It is apparent that effective techniques for estimating fuel consumption costs are essential in order to avoid unnecessary fuel wastage and make use the most out of it...

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Main Authors:	Noraziah, Ahmad, Mohd Azhar, Mohd Amer, Abdalla, Ahmed N., Ainul Azila, Che Fauzi
Format:	Article
Language:	English
Published:	Trans Tech Publications, Switzerland 2014
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://umpir.ump.edu.my/id/eprint/6622/ http://umpir.ump.edu.my/id/eprint/6622/ http://umpir.ump.edu.my/id/eprint/6622/ http://umpir.ump.edu.my/id/eprint/6622/1/fskkp-2014-noraziah-Prediction_of_Vehicle_Fuel.pdf

id	ump-6622
recordtype	eprints
spelling	ump-66222018-10-03T07:39:57Z http://umpir.ump.edu.my/id/eprint/6622/ Prediction of Vehicle Fuel Consumption Model Based on Artificial Neural Network Noraziah, Ahmad Mohd Azhar, Mohd Amer Abdalla, Ahmed N. Ainul Azila, Che Fauzi QA75 Electronic computers. Computer science With the increasing cost of fuel price minimizing fuel consumption is a major concern as far as sustainable engineering is concerned It is apparent that effective techniques for estimating fuel consumption costs are essential in order to avoid unnecessary fuel wastage and make use the most out of it In this paper an Artificial Neural Network (ANN) 2approach is used to fuel consumption model was proposed First few estimation calculator techniques have2 been briefly described Second the proposed optimization objective is to minimize the travel distance which is the corresponding to vehicle 2routing problem The neural network model has 5 input nodes at layer first which are representing engine size distance fuel type speed and passenger 15 nodes at hidden layer and one output node representing the fuel consumption costs. Finally calculations results are compared with other fuel model which indicate that estimation of fuel cost can be more accurate to optimize the fuel consumption usage accurate to optimize the fuel consumption usage. Trans Tech Publications, Switzerland 2014 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/6622/1/fskkp-2014-noraziah-Prediction_of_Vehicle_Fuel.pdf Noraziah, Ahmad and Mohd Azhar, Mohd Amer and Abdalla, Ahmed N. and Ainul Azila, Che Fauzi (2014) Prediction of Vehicle Fuel Consumption Model Based on Artificial Neural Network. Applied Mechanics and Materials, 492. pp. 3-6. ISSN 1662-7482 http://www.scientific.net/AMM.492.3 DOI: 10.4028/www.scientific.net/AMM.492.3
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA75 Electronic computers. Computer science
spellingShingle	QA75 Electronic computers. Computer science Noraziah, Ahmad Mohd Azhar, Mohd Amer Abdalla, Ahmed N. Ainul Azila, Che Fauzi Prediction of Vehicle Fuel Consumption Model Based on Artificial Neural Network
description	With the increasing cost of fuel price minimizing fuel consumption is a major concern as far as sustainable engineering is concerned It is apparent that effective techniques for estimating fuel consumption costs are essential in order to avoid unnecessary fuel wastage and make use the most out of it In this paper an Artificial Neural Network (ANN) 2approach is used to fuel consumption model was proposed First few estimation calculator techniques have2 been briefly described Second the proposed optimization objective is to minimize the travel distance which is the corresponding to vehicle 2routing problem The neural network model has 5 input nodes at layer first which are representing engine size distance fuel type speed and passenger 15 nodes at hidden layer and one output node representing the fuel consumption costs. Finally calculations results are compared with other fuel model which indicate that estimation of fuel cost can be more accurate to optimize the fuel consumption usage accurate to optimize the fuel consumption usage.
format	Article
author	Noraziah, Ahmad Mohd Azhar, Mohd Amer Abdalla, Ahmed N. Ainul Azila, Che Fauzi
author_facet	Noraziah, Ahmad Mohd Azhar, Mohd Amer Abdalla, Ahmed N. Ainul Azila, Che Fauzi
author_sort	Noraziah, Ahmad
title	Prediction of Vehicle Fuel Consumption Model Based on Artificial Neural Network
title_short	Prediction of Vehicle Fuel Consumption Model Based on Artificial Neural Network
title_full	Prediction of Vehicle Fuel Consumption Model Based on Artificial Neural Network
title_fullStr	Prediction of Vehicle Fuel Consumption Model Based on Artificial Neural Network
title_full_unstemmed	Prediction of Vehicle Fuel Consumption Model Based on Artificial Neural Network
title_sort	prediction of vehicle fuel consumption model based on artificial neural network
publisher	Trans Tech Publications, Switzerland
publishDate	2014
url	http://umpir.ump.edu.my/id/eprint/6622/ http://umpir.ump.edu.my/id/eprint/6622/ http://umpir.ump.edu.my/id/eprint/6622/ http://umpir.ump.edu.my/id/eprint/6622/1/fskkp-2014-noraziah-Prediction_of_Vehicle_Fuel.pdf
first_indexed	2023-09-18T22:02:34Z
last_indexed	2023-09-18T22:02:34Z
_version_	1777414495799345152

Prediction of Vehicle Fuel Consumption Model Based on Artificial Neural Network

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