Prediction of Recycle Method using Relevance Vector Machine

Life cycle engineering is the engineering and design of products and processes to minimize the cost and environmental impact for the life cycle phases of a product. Relevance Vector Machine method (RVM) is used to determine recycling strategy (reuse, service, remanufacture, recycle with disassembly,...

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Main Authors:	M. M., Noor, M. M., Rahman, K., Kadirgama, M. A., Maleque
Format:	Article
Language:	English
Published:	2011
Subjects:	TJ Mechanical engineering and machinery
Online Access:	http://umpir.ump.edu.my/id/eprint/2221/ http://umpir.ump.edu.my/id/eprint/2221/ http://umpir.ump.edu.my/id/eprint/2221/1/Prediction_of_Recycle_Method_using_Relevance_Vector_Machine.pdf

id	ump-2221
recordtype	eprints
spelling	ump-22212018-01-25T06:47:38Z http://umpir.ump.edu.my/id/eprint/2221/ Prediction of Recycle Method using Relevance Vector Machine M. M., Noor M. M., Rahman K., Kadirgama M. A., Maleque TJ Mechanical engineering and machinery Life cycle engineering is the engineering and design of products and processes to minimize the cost and environmental impact for the life cycle phases of a product. Relevance Vector Machine method (RVM) is used to determine recycling strategy (reuse, service, remanufacture, recycle with disassembly, recycle without disassembly and disposal). Seven parameters (wear – out life, technology cycle, level of integration, number of parts, reason for redesign and design cycle) were considered as the input for the RVM model. Three electronic equipments were selected to be examined such as vacuum cleaner, washing machine, television. All the results verify previous literature study. The prediction model predicts the end of life (EOL) strategies quite closely with real industry practices. 2011 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/2221/1/Prediction_of_Recycle_Method_using_Relevance_Vector_Machine.pdf M. M., Noor and M. M., Rahman and K., Kadirgama and M. A., Maleque (2011) Prediction of Recycle Method using Relevance Vector Machine. Advanced Materials Research, 264-26. pp. 1557-1562. ISSN 1022-6680 http://www.scientific.net/AMR.264-265.943
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TJ Mechanical engineering and machinery
spellingShingle	TJ Mechanical engineering and machinery M. M., Noor M. M., Rahman K., Kadirgama M. A., Maleque Prediction of Recycle Method using Relevance Vector Machine
description	Life cycle engineering is the engineering and design of products and processes to minimize the cost and environmental impact for the life cycle phases of a product. Relevance Vector Machine method (RVM) is used to determine recycling strategy (reuse, service, remanufacture, recycle with disassembly, recycle without disassembly and disposal). Seven parameters (wear – out life, technology cycle, level of integration, number of parts, reason for redesign and design cycle) were considered as the input for the RVM model. Three electronic equipments were selected to be examined such as vacuum cleaner, washing machine, television. All the results verify previous literature study. The prediction model predicts the end of life (EOL) strategies quite closely with real industry practices.
format	Article
author	M. M., Noor M. M., Rahman K., Kadirgama M. A., Maleque
author_facet	M. M., Noor M. M., Rahman K., Kadirgama M. A., Maleque
author_sort	M. M., Noor
title	Prediction of Recycle Method using Relevance Vector Machine
title_short	Prediction of Recycle Method using Relevance Vector Machine
title_full	Prediction of Recycle Method using Relevance Vector Machine
title_fullStr	Prediction of Recycle Method using Relevance Vector Machine
title_full_unstemmed	Prediction of Recycle Method using Relevance Vector Machine
title_sort	prediction of recycle method using relevance vector machine
publishDate	2011
url	http://umpir.ump.edu.my/id/eprint/2221/ http://umpir.ump.edu.my/id/eprint/2221/ http://umpir.ump.edu.my/id/eprint/2221/1/Prediction_of_Recycle_Method_using_Relevance_Vector_Machine.pdf
first_indexed	2023-09-18T21:55:49Z
last_indexed	2023-09-18T21:55:49Z
_version_	1777414071351508992

Prediction of Recycle Method using Relevance Vector Machine

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