Interference probability matrix for disassembly sequence planning under uncertain interference

Research output: Contribution to journalArticlepeer-review

Authors

Colleges, School and Institutes

External organisations

  • Beihang University

Abstract

Disassembly of end-of-life products is a common step in remanufacturing and recycling. Disassembly sequence planning is the process that automatically finds the optimal sequence of components being removed. A key element of disassembly sequence planning is a suitable mathematical representation that describes the interference of any two components in a product. Previous studies on disassembly sequence planning have tended to focused on the interference that is fixed and known. However, the interference may be uncertain due to complex end-of-life conditions such as deformation, corrosion and rust. To deal with uncertain interference, this paper proposes an interference probability matrix as a new mathematical representation that uses probability to indicate uncertainty in the interference, and establishes a multi-threshold planning scheme to generate the optimal disassembly sequence plans. Three case studies are given to demonstrate the use of the proposed approach. It is also tested the performance of four multi-objective optimization algorithms that can be adopted in the proposed multi-threshold planning scheme.

Bibliographic note

Funding Information: This work is supported by the National Key Research and Development Program of China under Grant (Grant No. 2018YFB1701601 ), National Natural Science Foundation of China (NSFC) (Grant No. 61911530217 ), the Royal Society ( IEC/NSFC/181018 ) and in part by the Engineering and Physical Sciences Research Council (EPSRC Grant No. EP/N018524/1 ). Publisher Copyright: © 2021 The Society of Manufacturing Engineers

Details

Original languageEnglish
Pages (from-to)214-225
Number of pages12
JournalJournal of Manufacturing Systems
Volume60
Early online date3 Jun 2021
Publication statusPublished - Jul 2021

Keywords

  • Automated disassembly, Deformation probability, Interference probability, Multi-threshold scheme, Sequence planning