Optimization of Stochastic Parallel Disassembly Line Balancing Considering Carbon Emission and Profitability

被引：0

作者：

Zhang L. ^{[1
]}

Geng X. ^{[1
]}

Tao K. ^{[1
]}

机构：

[1] School of Mechanical Engineering, Hefei University of Technology, Hefei

来源：

Jixie Gongcheng Xuebao/Journal of Mechanical Engineering | 2023年 / 59卷 / 07期

关键词：

carbon emission; disassembly line balance; flower pollination algorithm; stochastic parallel disassembly;

D O I：

10.3901/JME.2023.07.330

中图分类号：

学科分类号：

摘要：

In the process of recycling end-of-life products, it is necessary to choose the parts with high comprehensive revenue to disassemble. The minimum number of workstations, smoothness, carbon emission and disassembly revenue are selected as optimization objectives, the corresponding objectives are quantitatively analyzed, and a stochastic parallel disassembly line balance optimization method is proposed. Based on constructing the basic solution set of stochastic parallel disassembly line, a Ring topology flower pollination algorithm (Ring-FPA) based on Ring topology structure is proposed to avoid the gradual convergence of the Pareto solution set. The Pareto solution set is realized, and the optimal equilibrium solution of stochastic parallel disassembly line considering carbon emission and revenue is obtained. Taking the balance optimization of parallel disassembly line of mobile phones and laptops as an example, NSGA-II(nondominated sorting genetic algorithm II), FPA(flower pollination algorithm), and AFSA(artificial fish swarm algorithm) are selected to verify the feasibility and effectiveness of the proposed algorithm. © 2023 Editorial Office of Chinese Journal of Mechanical Engineering. All rights reserved.

引用

页码：330 / 338

页数：8

共 21 条

[1]

State Council Notice on Printing and Distributing "Made in China 2025

[2]

GUNGOR A, GUPTA S M., Disassembly line in product recovery[J], International Journal of Production Research, 40, 11, pp. 2569-2589, (2002)

[3]

ZHANG Zeqiang, JIANG Jin, YIN Tao, Et al., Modeling and optimization of U-shaped incomplete multi-objective dismantling line balance problem[J], Journal of Southwest Jiaotong University, 57, 2, pp. 235-244, (2022)

[4]

LI Liuke, ZHANG Zeqiang, ZHU Lixia, Et al., Modeling and optimization of multi-objective incomplete disassembly line balance problem[J], Journal of Mechanical Engineering, 54, 3, pp. 125-136, (2018)

[5]

GUO Jun, WANG Zhendong, DU Baigang, Et al., Selective asynchronous parallel disassembly sequence planning considering indefinite disassembly degree[J], China Mechanical Engineering, 32, 9, pp. 1080-1090, (2021)

[6]

ZHANG Z F, FENG Y X, TAN J R，, Et al., A novel approach for parallel disassembly design based on a hybrid fuzzy-time model[J], Journal of Zhejiang University-Science A, 16, 9, pp. 724-736, (2015)

[7]

MCGOVERN S M, GUPTA S M., A balancing method and genetic algorithm for disassembly line balancing[J], European Journal of Operational Research, 179, 3, pp. 692-708, (2007)

[8]

OZCEYLAN E, KALAYCI C B，, GUNGOR A, Et al., Disassembly line balancing problem：A review of the state of the art and future directions[J], International Journal of Production Research, 57, 15-16, pp. 4805-4827, (2019)

[9]

GO T F, WAHAB D A, AB RAHMAN M N，, Et al., Genetically optimised disassembly sequence for automotive component reuse[J], Expert Systems with Applications, 39, 5, pp. 5409-5417, (2012)

[10]

WANG Kaipu, ZHANG Zeqiang, MAO Lili, Et al., Pareto artificial fish swarm algorithm for multi-objective dismantling line balancing problem[J], China Mechanical Engineering, 28, 2, pp. 183-190, (2017)

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