Research on Online Scheduling Method for Flexible Assembly Workshop of Multi-AGV System Based on Assembly Island Mode

Xiangfei Ge, Lingli Li, Hao Chen
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Abstract

In the context of intelligent manufacturing, traditional batch assembly line operations are difficult to meet the individualized and customized needs of customers. Aiming at the scheduling problem of flexible assembly workshop, this paper proposes a new assembly mode—assembly island mode, combined with multiple AGV systems, to meet the individual and customized needs of customers. Aiming at the uncertain characteristics of actual production, this paper proposes an online scheduling method for the assembly workshop of multiple AGV systems based on the static scheduling of the workshop, which is more suitable for the actual production process. In this paper, the online shop scheduling problem is decomposed into the assembly island allocation sub-problem and the AGV scheduling sub-problem to study. In the modeling of the assembly island allocation sub-problem, the AGV transportation system load is taken as part of the objective function to build the model. On the AGV scheduling sub-problem, the AGV system’s anti-deadlock strategy is set, and the AGV scheduling method based on the task benefit value is proposed to solve the AGV task allocation problem. Finally, through simulation experiments, the feasibility and efficiency of the online scheduling method are verified.
基于装配岛模式的多agv柔性装配车间在线调度方法研究
在智能制造背景下,传统的批量流水线作业难以满足客户的个性化、定制化需求。针对柔性装配车间的调度问题,提出了一种新的装配模式——装配岛模式,结合多个AGV系统,以满足客户的个性化和定制化需求。针对实际生产的不确定性特点,提出了一种基于车间静态调度的多AGV系统装配车间在线调度方法,该方法更适合实际生产过程。本文将在线车间调度问题分解为装配岛分配子问题和AGV调度子问题进行研究。在装配岛分配子问题建模中,将AGV运输系统负荷作为目标函数的一部分建立模型。在AGV调度子问题上,设置了AGV系统的抗死锁策略,提出了基于任务效益值的AGV调度方法,解决了AGV任务分配问题。最后,通过仿真实验,验证了在线调度方法的可行性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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