Neighborhood Modularization‑based Artificial Bee Colony Algorithm for Disassembly Planning with Operation Attributes  

作　　者：Hongfei Guo Linsheng Zhang Yaping Ren Leilei Meng Zhongwei Zhou Jianqing Li 

机构地区：[1]GBA and B&R International Joint Research Center for Smart Logistics,School of Intelligent Systems Science and Engineering,Institute of Physical Internet,Jinan University(Zhuhai Campus),Zhuhai 519070,China [2]School of Computer Science,Liaocheng University,Liaocheng 252059,China [3]Faculty of Information Technology,Macao University of Science and Technology,Macao 999078,China

出　　处：《Chinese Journal of Mechanical Engineering》2022年第6期165-177,共13页中国机械工程学报（英文版）

基　　金：National Natural Science Foundation of China(Grant Nos.52205526,52205529);Basic and Applied Basic Research Project of the Guangzhou Basic Research Program of China(Grant No.202201010284);National Foreign Expert Project of the Ministry of Science and Technology of China(Grant No.G2021199026L);National Key Research and Development Program of China(Grant Nos.2021YFB3301701,2021YFB3301702);Guangdong Provincial Graduate Education Innovation Program of China(Grant No.82620516);Guangzhou Municipal Innovation Leading Team Project of China(Grant No.201909010006);Guangdong Provincial"Quality Engineering"Construction Project of China(Grant No.210308);Guangdong Provincial Basic and Applied Basic Research Foundation of China(Grant No.2019A1515110399);Fundamental Research Funds for the Central Universities of China(Grant No.21620360).

摘　　要：The recycling and remanufacturing of end-of-life products are significant for environmental protection and resource conservation.Disassembly is an essential process of remanufacturing end-of-life products.Effective disassembly plans help improve disassembly efficiency and reduce disassembly costs.This paper studies a disassembly planning problem with operation attributes,in which an integrated decision of the disassembly sequence,disassembly directions,and disassembly tools are made.Besides,a mathematical model is formulated with the objective of minimizing the penalty cost caused by the changing of operation attributes.Then,a neighborhood modularization-based artificial bee colony algorithm is developed,which contains a modular optimized design.Finally,two case studies with different scales and complexities are used to verify the performance of the proposed approach,and experimental results show that the proposed algorithm outperforms the two existing methods within an acceptable computational time.

关 键 词：End-of-life products Disassembly planning Artificial bee colony Neighborhood modularization 

分 类 号：X705[环境科学与工程—环境工程] TP18[自动化与计算机技术—控制理论与控制工程]