Interference probability matrix for disassembly sequence planning under uncertain interference

Yuanjun Laili; Fei Ye; Yongjing Wang; Lin Zhang

doi:10.1016/j.jmsy.2021.05.014

Interference probability matrix for disassembly sequence planning under uncertain interference

Yuanjun Laili, Fei Ye, Yongjing Wang^*, Lin Zhang

^*Corresponding author for this work

Mechanical Engineering

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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.

Original language	English
Pages (from-to)	214-225
Number of pages	12
Journal	Journal of Manufacturing Systems
Volume	60
Early online date	3 Jun 2021
DOIs	https://doi.org/10.1016/j.jmsy.2021.05.014
Publication status	Published - Jul 2021

Bibliographical 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

Keywords

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

ASJC Scopus subject areas

Software
Control and Systems Engineering
Hardware and Architecture
Industrial and Manufacturing Engineering

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LailiY2021InterferenceAccepted author manuscript, 4.47 MBLicence: Creative Commons: Attribution-NonCommercial-NoDerivs (CC BY-NC-ND)

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title = "Interference probability matrix for disassembly sequence planning under uncertain interference",

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.",

keywords = "Automated disassembly, Deformation probability, Interference probability, Multi-threshold scheme, Sequence planning",

author = "Yuanjun Laili and Fei Ye and Yongjing Wang and Lin Zhang",

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: {\textcopyright} 2021 The Society of Manufacturing Engineers",

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AU - Laili, Yuanjun

AU - Ye, Fei

AU - Wang, Yongjing

AU - Zhang, Lin

N1 - 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

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N2 - 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.

AB - 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.

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Interference probability matrix for disassembly sequence planning under uncertain interference

Abstract

Bibliographical note

Keywords

ASJC Scopus subject areas

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