Interference probability matrix for disassembly sequence planning under uncertain interference

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Interference probability matrix for disassembly sequence planning under uncertain interference. / Laili, Yuanjun; Ye, Fei; Wang, Yongjing; Zhang, Lin.

In: Journal of Manufacturing Systems, Vol. 60, 07.2021, p. 214-225.

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@article{aae2544196454e4bafd5eb0bfedcc36c,
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",
year = "2021",
month = jul,
doi = "10.1016/j.jmsy.2021.05.014",
language = "English",
volume = "60",
pages = "214--225",
journal = "Journal of Manufacturing Systems",
issn = "0278-6125",
publisher = "Elsevier",

}

RIS

TY - JOUR

T1 - Interference probability matrix for disassembly sequence planning under uncertain interference

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

PY - 2021/7

Y1 - 2021/7

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.

KW - Automated disassembly

KW - Deformation probability

KW - Interference probability

KW - Multi-threshold scheme

KW - Sequence planning

UR - http://www.scopus.com/inward/record.url?scp=85107303629&partnerID=8YFLogxK

U2 - 10.1016/j.jmsy.2021.05.014

DO - 10.1016/j.jmsy.2021.05.014

M3 - Article

AN - SCOPUS:85107303629

VL - 60

SP - 214

EP - 225

JO - Journal of Manufacturing Systems

JF - Journal of Manufacturing Systems

SN - 0278-6125

ER -