A Case-Based Reasoning Method for Remanufacturing Process PlanningReport as inadecuate




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Discrete Dynamics in Nature and Society - Volume 2014 2014, Article ID 168631, 9 pages -

Research Article

College of Machinery and Automation, Wuhan University of Science & Technology, Wuhan 430081, China

School of Computing, Engineering and Mathematics, University of Brighton, Brighton, BN2 4GJ, UK

Received 10 July 2014; Revised 26 August 2014; Accepted 7 September 2014; Published 11 November 2014

Academic Editor: Tinggui Chen

Copyright © 2014 Fan Zhou et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

Remanufacturing is a practice of growing importance due to its increasing environmental and economic benefits. Process planning plays a critical role in realizing a successful remanufacturing strategy. This paper presents a case-based reasoning method for remanufacturing process planning, which allows a process planner to rapidly retrieve, reuse, revise, and retain the solutions to past process problems. In the proposed method, influence factors including essential characteristics, failure characteristics, and remanufacturing processing characteristics are identified, and the local similarity of influence factors between the new case and the past cases is determined by nearest neighbor matching method, and then the vector of correction factor for local similarity is utilized in the nearest neighbor algorithm to improve the accuracy and effectiveness of case searching. To assess the usefulness and practicality of the proposed method, an illustrative example is given and the results are discussed.





Author: Fan Zhou, Zhigang Jiang, Hua Zhang, and Yan Wang

Source: https://www.hindawi.com/



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