Please use this identifier to cite or link to this item: http://buratest.brunel.ac.uk/handle/2438/8689
Title: A computer-based product classification and component detection for demanufacturing processes
Authors: Mousavi, A
Adjapong, PO
Keywords: Computer-integrated demanufacturing;Disassembly processes;Image sorting;Product classification;Software development;Recycling technologies;Sustainable manufacture
Issue Date: 2011
Publisher: Taylor & Francis
Citation: International Journal of Computer Integrated Manufacturing, 24(10), 900 - 914, 2011
Abstract: The aim of this paper is to propose a novel computer-based product classification, component detection and tracking for demanufacturing and disassembly process. This is achieved by introducing a series of automated and sequential product scanning, component identification, image analysis and sorting – leading to the development of a bill of material (BOM). The produced BOM can then be associated with the relevant disassembly/demanufacture proviso. The proposed integrated image sorting and product classification (ISPC) approach can be considered as a step forward in automation of demanufacturing activities. The ISPC model proposed in this paper utilises and builds on the state-of-the-art technology and current body of research in computer-integrated demanufacturing and remanufacturing (CIDR). An appraisal of the latest research material and the factors that inhibit CIDR methods inpractice are presented. A novel solution for the integration of imaging and material identification techniques toovercome some of the existing shortcomings of automated recycling processes is proposed in this paper. The proposed product scanning and component detection ISPC software consists of four distinct models: the repertory database, the search engine, the product-attributes updater and the image sorting and classification algorithm. The software framework that integrates the four components is presented in this paper. Finally, an overall assessment of applying ISPC at various stages of CIDR processes concludes the article.
Description: This is an Author's Accepted Manuscript of an article published in International Journal of Computer Integrated Manufacturing, 24(10), 900-914, 2011 [copyright Taylor & Francis], available online at: http://www.tandfonline.com/10.1080/0951192X.2011.579169.
URI: http://www.tandfonline.com/doi/abs/10.1080/0951192X.2011.579169
http://bura.brunel.ac.uk/handle/2438/8689
DOI: http://dx.doi.org/10.1080/0951192X.2011.579169
ISSN: 0951-192X
Appears in Collections:Electronic and Computer Engineering
Dept of Electronic and Computer Engineering Research Papers

Files in This Item:
File Description SizeFormat 
Fulltext.pdf579.36 kBAdobe PDFView/Open


Items in BURA are protected by copyright, with all rights reserved, unless otherwise indicated.