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Scheduling of human-robot collaboration in assembly of printed circuit boards: a constraint programming approach

机译:打印电路板组装中的人机协作调度:约束规划方法

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摘要

The advancement of technology and the empowerment of the industry have made humans and robots more closely tied together, known as human-robot collaboration. A sector that specifically utilises this collaboration is the printed circuit boards industry. Therefore in this industry, proper allocation of tasks to humans and robots is crucial. This study investigates this type of allocation to minimise makespan. A Constraint Programming based (CP) approach is developed to solve the problem as the main novelty of this study. A single board problem, as the basic model, is developed by adding more assumptions including different groups of tasks, no-wait scheduling of tasks, multi-agent planning, and multiple boards sequencing. Then, different experimental instances are generated and solved to analyse the performance of CP and the sensitivity of idle time and makespan to key parameters of the problem. The superiority of the computational results of CP over mathematical programming is evident.
机译:技术进步和行业的赋权使人类和机器人更紧密地捆绑在一起,被称为人体机器人合作。 专门利用该协作的部门是印刷电路板行业。 因此,在这个行业中,适当地将任务分配给人类和机器人是至关重要的。 本研究调查了这种类型的分配,以最大限度地减少MEPESPAN。 基于约束编程(CP)方法是开发出解决问题作为本研究的主要新颖性的问题。 作为基本模型的单板问题是通过添加更多的假设,包括不同的任务组,无需任务,多代理规划和多个电路板排序的更多假设来开发。 然后,生成并解决了不同的实验实例,以分析CP的性能和空闲时间和MapEspan的灵敏度,以解决问题的关键参数。 显而易见的是CP计算结果的优势是显而易见的。

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