Human-robot collaborative disassembly line balancing considering the safe strategy in remanufacturing

再制造 机器人 工作站 帕累托原理 过程(计算) 操作员(生物学) 经济短缺 计算机科学 模拟 工程类 工业工程 制造工程 人工智能 运营管理 机械工程 生物化学 化学 语言学 哲学 抑制因子 政府(语言学) 转录因子 基因 操作系统
作者
Wenjun Xu,Jia Cui,Bin Liu,Jiayi Liu,Bitao Yao,Zude Zhou
出处
期刊:Journal of Cleaner Production [Elsevier]
卷期号:324: 129158-129158 被引量:63
标识
DOI:10.1016/j.jclepro.2021.129158
摘要

Remanufacturing is an important method to realize resource saving and circular economy. Disassembly is a vital step of remanufacturing and it is always finished by manual labor which is low efficiency. Although robotic disassembly covers the shortages of manual disassembly, it is still difficult for the robots to independently finish the disassembly process without the operator's assistance. The human-robot collaborative disassembly is being paid increasing attention and the human-robot collaborative disassembly line balancing is to assign suitable disassembly tasks to each human-robot collaborative disassembly workstation in a balanced manner. In human-robot collaborative disassembly, the operator's safety should be considered when the robot collaboratively executes the disassembly tasks with the operator. In this paper, disassembly information model of human-robot collaborative disassembly considering the safe strategy is studied. After that, this paper solves the human-robot collaborative disassembly line balancing problem using the improved discrete bees algorithm. To verify the proposed method, case study based on a bearing coupler is carried out. The results show the proposed improved discrete bees algorithm can generate the optimal solutions of human-robot collaborative disassembly line balancing problem considering the safe strategy and finds better solutions compared with the other optimization algorithms in terms of running time, average generational distance and Pareto fronts.

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