Intelligent air-cushion tracked vehicle performance investigation: neural-networks

Intelligent air-cushion tracked vehicle (IACTV) is focused for the alternatives to conventional off-road vehicles, which are driven by track system and air-cushion system. To make IACTV as efficient as possible, proper investigation of vehicle performance is essential. However, most relevant factors...

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Main Authors:	Rahman, Mohammed Ataur, Hossain, Altab
Format:	Article
Language:	English
Published:	Inderscience Enterprises Ltd. 2011
Subjects:	TL1 Motor vehicles
Online Access:	http://irep.iium.edu.my/7151/ http://irep.iium.edu.my/7151/ http://irep.iium.edu.my/7151/ http://irep.iium.edu.my/7151/1/Article_IACTV__Ref-__IJHVS2011_6_%5B1%5D-Accepted_Version.pdf

id	iium-7151
recordtype	eprints
spelling	iium-71512011-11-25T02:42:22Z http://irep.iium.edu.my/7151/ Intelligent air-cushion tracked vehicle performance investigation: neural-networks Rahman, Mohammed Ataur Hossain, Altab TL1 Motor vehicles Intelligent air-cushion tracked vehicle (IACTV) is focused for the alternatives to conventional off-road vehicles, which are driven by track system and air-cushion system. To make IACTV as efficient as possible, proper investigation of vehicle performance is essential. However, most relevant factors that affect the competitive efficiency of the air-cushion tracked vehicle are the tractive effort, motion resistance and power consumption. Therefore, an artificial neural-network (ANN) model is proposed to investigate the vehicle performance. Cushion clearance height (CH), and air-cushion pressure (CP) are used at the input layers while power consumption (PC), tractive effort (TE) and motion resistance (MR) are used at the output layers. Experiments are carried out in the field to investigate the vehicle performance and compared with the results obtained from ANN. Inderscience Enterprises Ltd. 2011 Article PeerReviewed application/pdf en http://irep.iium.edu.my/7151/1/Article_IACTV__Ref-__IJHVS2011_6_%5B1%5D-Accepted_Version.pdf Rahman, Mohammed Ataur and Hossain, Altab (2011) Intelligent air-cushion tracked vehicle performance investigation: neural-networks. International Journal of Heavy Vehicle Systems (IJHVS), xx (xx). ISSN 1741-5152 (O), 1744-232X (P) (In Press) http://www.inderscience.com/browse/index.php?journalCODE=ijhvs 2011_6[1]
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TL1 Motor vehicles
spellingShingle	TL1 Motor vehicles Rahman, Mohammed Ataur Hossain, Altab Intelligent air-cushion tracked vehicle performance investigation: neural-networks
description	Intelligent air-cushion tracked vehicle (IACTV) is focused for the alternatives to conventional off-road vehicles, which are driven by track system and air-cushion system. To make IACTV as efficient as possible, proper investigation of vehicle performance is essential. However, most relevant factors that affect the competitive efficiency of the air-cushion tracked vehicle are the tractive effort, motion resistance and power consumption. Therefore, an artificial neural-network (ANN) model is proposed to investigate the vehicle performance. Cushion clearance height (CH), and air-cushion pressure (CP) are used at the input layers while power consumption (PC), tractive effort (TE) and motion resistance (MR) are used at the output layers. Experiments are carried out in the field to investigate the vehicle performance and compared with the results obtained from ANN.
format	Article
author	Rahman, Mohammed Ataur Hossain, Altab
author_facet	Rahman, Mohammed Ataur Hossain, Altab
author_sort	Rahman, Mohammed Ataur
title	Intelligent air-cushion tracked vehicle performance investigation: neural-networks
title_short	Intelligent air-cushion tracked vehicle performance investigation: neural-networks
title_full	Intelligent air-cushion tracked vehicle performance investigation: neural-networks
title_fullStr	Intelligent air-cushion tracked vehicle performance investigation: neural-networks
title_full_unstemmed	Intelligent air-cushion tracked vehicle performance investigation: neural-networks
title_sort	intelligent air-cushion tracked vehicle performance investigation: neural-networks
publisher	Inderscience Enterprises Ltd.
publishDate	2011
url	http://irep.iium.edu.my/7151/ http://irep.iium.edu.my/7151/ http://irep.iium.edu.my/7151/ http://irep.iium.edu.my/7151/1/Article_IACTV__Ref-__IJHVS2011_6_%5B1%5D-Accepted_Version.pdf
first_indexed	2023-09-18T20:16:26Z
last_indexed	2023-09-18T20:16:26Z
_version_	1777407819259052032

Intelligent air-cushion tracked vehicle performance investigation: neural-networks

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