Paper Title:
Prediction of Recycle Method Using Relevance Vector Machine
  Abstract

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.

  Info
Periodical
Advanced Materials Research (Volumes 264-265)
Edited by
M.S.J. Hashmi, S. Mridha and S. Naher
Pages
943-948
DOI
10.4028/www.scientific.net/AMR.264-265.943
Citation
M.M. Noor, K. Kadirgama, M.M. Rahman, M.A. Maleque, "Prediction of Recycle Method Using Relevance Vector Machine", Advanced Materials Research, Vols. 264-265, pp. 943-948, 2011
Online since
June 2011
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: M.M. Noor, K. Kadirgama, M.M. Rahman, M.A. Maleque
Abstract:The environmental problem is an extensive, complex problem, and some example areas of study are energy consumption, material/resources use,...
949
Authors: Juan Li, Gong Qian Liang
Chapter 23: Computer-Aided Design, Manufacturing, and Engineering
Abstract:The primal purpose of this paper is twofold: to ascertain the facts for product design for remanufacturing and to quantitative assess the...
4893
Authors: Yen Ching Ouyang
Chapter 16: Advanced Design Technology
Abstract:This paper examines the problem of assessing disassembly performance for reuse and recycling End-of-life vehicles (ELVs). The disassembly...
2745
Authors: Luminita Popa, Vasile Popa
Chapter 11: Production Management
Abstract:The article addresses the issue of using innovative high performance technology, integrated into a unitary concept for (re)manufacturing of...
1396