multi-objective;
mixed-model;
two-sided;
disassembly line balancing;
partial destructive mode;
ALGORITHM;
D O I:
10.3390/math11061299
中图分类号:
O1 [数学];
学科分类号:
0701 ;
070101 ;
摘要:
Large-volume waste products, such as refrigerators and automobiles, not only consume resources but also pollute the environment easily. A two-sided disassembly line is the most effective method to deal with large-volume waste products. How to reduce disassembly costs while increasing profit has emerged as an important and challenging research topic. Existing studies ignore the diversity of waste products as well as uncertain factors such as corrosion and deformation of parts, which is inconsistent with the actual disassembly scenario. In this paper, a partial destructive mode is introduced into the mixed-model two-sided disassembly line balancing problem, and the mathematical model of the problem is established. The model seeks to comprehensively optimize the number of workstations, the smoothness index, and the profit. In order to obtain a high-quality disassembly scheme, an improved non-dominated sorting genetic algorithm-II (NSGA-II) is proposed. The proposed model and algorithm are then applied to an automobile disassembly line as an engineering illustration. The disassembly scheme analysis demonstrates that the partial destructive mode can raise the profit of a mixed-model two-sided disassembly line. This research has significant application potential in the recycling of large-volume products.
机构:
Jinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China
Jinan Univ, Sch Intelligent Syst Sci & Engn, Zhuhai 519070, Peoples R ChinaJinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China
Guo, Hongfei
Lian, Xin
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Sch Intelligent Syst Sci & Engn, Zhuhai 519070, Peoples R ChinaJinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China
Lian, Xin
Zhang, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Guangzhou CreateView Educ Technol Co Ltd, Guangzhou 510000, Peoples R ChinaJinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China
Zhang, Yu
Ren, Yaping
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China
Jinan Univ, Sch Intelligent Syst Sci & Engn, Zhuhai 519070, Peoples R ChinaJinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China
Ren, Yaping
He, Zhuobin
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Sch Humanity, Zhuhai 519070, Peoples R ChinaJinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China
He, Zhuobin
Zhang, Rui
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ Sci & Technol, Coll Elect Informat & Automat, Tianjin 300222, Peoples R ChinaJinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China
Zhang, Rui
Ding, Na
论文数: 0引用数: 0
h-index: 0
机构:
South China Normal Univ, Sch Informat Technol Educ, Guangzhou 510631, Peoples R ChinaJinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China
机构:
Jinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China
Jinan Univ, Sch Intelligent Syst Sci & Engn, Zhuhai 519070, Peoples R ChinaJinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China
Guo, Hongfei
Lian, Xin
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Sch Intelligent Syst Sci & Engn, Zhuhai 519070, Peoples R ChinaJinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China
Lian, Xin
Zhang, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Guangzhou CreateView Educ Technol Co Ltd, Guangzhou 510000, Peoples R ChinaJinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China
Zhang, Yu
Ren, Yaping
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China
Jinan Univ, Sch Intelligent Syst Sci & Engn, Zhuhai 519070, Peoples R ChinaJinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China
Ren, Yaping
He, Zhuobin
论文数: 0引用数: 0
h-index: 0
机构:
Jinan Univ, Sch Humanity, Zhuhai 519070, Peoples R ChinaJinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China
He, Zhuobin
Zhang, Rui
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ Sci & Technol, Coll Elect Informat & Automat, Tianjin 300222, Peoples R ChinaJinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China
Zhang, Rui
Ding, Na
论文数: 0引用数: 0
h-index: 0
机构:
South China Normal Univ, Sch Informat Technol Educ, Guangzhou 510631, Peoples R ChinaJinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China