Intelligent air-cushion tracked vehicle performance investigation: neural-networks
The Intelligent Air-Cushion Tracked Vehicle (IACTV) is given focus as an alternative to conventional off-road vehicles, which are driven by track and air-cushion systems. To make the IACTV as effi cient as possible, proper investigation of the vehicle’s performance is essential. The most relevant...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English English English |
| Published: |
Inderscience Enterprises Ltd.
2012
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/16834/1/IJHVS_19_4_Paper_5_%282%29.pdf http://irep.iium.edu.my/16834/4/16834_Intelligent%20air-cushion%20tracked%20vehicle%20performance_SCOPUS.pdf http://irep.iium.edu.my/16834/5/16834_Intelligent%20air-cushion%20tracked%20vehicle%20performance_WOS.pdf |
| _version_ | 1796876340310310912 |
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| author | Hossain, Altab Rahman, Mohammed Ataur Mohiuddin, A. K. M. Ramesh, Singh |
| author_facet | Hossain, Altab Rahman, Mohammed Ataur Mohiuddin, A. K. M. Ramesh, Singh |
| author_sort | Hossain, Altab |
| collection | IIUM |
| description | The Intelligent Air-Cushion Tracked Vehicle (IACTV) is given focus
as an alternative to conventional off-road vehicles, which are driven by track and
air-cushion systems. To make the IACTV as effi cient as possible, proper
investigation of the vehicle’s performance is essential. The most relevant factors
that affect the competitive effi ciency of the (ACTV) are the Tractive Effort (TE), Motion Resistance (MR) and Power Consumption (PC). Therefore, an Artifi cial Neural-Network (ANN) model is proposed to investigate the vehicle’s performance. Cushion Clearance Height (CH), and Air-Cushion Pressure (CP)are used at the input layers, while PC, TE and MR are used at the output layers. Experiments are carried out in the fi eld to investigate the vehicle’s performance,
and the fi ndings are compared with the results obtained from ANN. |
| first_indexed | 2024-03-05T22:51:03Z |
| format | Article |
| id | oai:generic.eprints.org:16834 |
| institution | International Islamic University Malaysia |
| language | English English English |
| last_indexed | 2024-03-05T22:51:03Z |
| publishDate | 2012 |
| publisher | Inderscience Enterprises Ltd. |
| record_format | dspace |
| spelling | oai:generic.eprints.org:168342019-02-19T06:34:17Z http://irep.iium.edu.my/16834/ Intelligent air-cushion tracked vehicle performance investigation: neural-networks Hossain, Altab Rahman, Mohammed Ataur Mohiuddin, A. K. M. Ramesh, Singh TL1 Motor vehicles The Intelligent Air-Cushion Tracked Vehicle (IACTV) is given focus as an alternative to conventional off-road vehicles, which are driven by track and air-cushion systems. To make the IACTV as effi cient as possible, proper investigation of the vehicle’s performance is essential. The most relevant factors that affect the competitive effi ciency of the (ACTV) are the Tractive Effort (TE), Motion Resistance (MR) and Power Consumption (PC). Therefore, an Artifi cial Neural-Network (ANN) model is proposed to investigate the vehicle’s performance. Cushion Clearance Height (CH), and Air-Cushion Pressure (CP)are used at the input layers, while PC, TE and MR are used at the output layers. Experiments are carried out in the fi eld to investigate the vehicle’s performance, and the fi ndings are compared with the results obtained from ANN. Inderscience Enterprises Ltd. 2012 Article PeerReviewed application/pdf en http://irep.iium.edu.my/16834/1/IJHVS_19_4_Paper_5_%282%29.pdf application/pdf en http://irep.iium.edu.my/16834/4/16834_Intelligent%20air-cushion%20tracked%20vehicle%20performance_SCOPUS.pdf application/pdf en http://irep.iium.edu.my/16834/5/16834_Intelligent%20air-cushion%20tracked%20vehicle%20performance_WOS.pdf Hossain, Altab and Rahman, Mohammed Ataur and Mohiuddin, A. K. M. and Ramesh, Singh (2012) Intelligent air-cushion tracked vehicle performance investigation: neural-networks. International Journal of Heavy Vehicle Systems (IJHVS), 19 (4). pp. 407-426. ISSN 1744-232X E-ISSN 1741-5152 http://www.inderscience.com/offer.php?id=49850 |
| spellingShingle | TL1 Motor vehicles Hossain, Altab Rahman, Mohammed Ataur Mohiuddin, A. K. M. Ramesh, Singh Intelligent air-cushion tracked vehicle performance investigation: neural-networks |
| title | 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_short | Intelligent air-cushion tracked vehicle performance
investigation: neural-networks |
| title_sort | intelligent air cushion tracked vehicle performance investigation neural networks |
| topic | TL1 Motor vehicles |
| url | http://irep.iium.edu.my/16834/1/IJHVS_19_4_Paper_5_%282%29.pdf http://irep.iium.edu.my/16834/4/16834_Intelligent%20air-cushion%20tracked%20vehicle%20performance_SCOPUS.pdf http://irep.iium.edu.my/16834/5/16834_Intelligent%20air-cushion%20tracked%20vehicle%20performance_WOS.pdf |
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