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 di...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.展开更多
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)+6 种基金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).
文摘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.
