有限等待时间约束下动力电池编队生产调度问题研究

Ning Zhou, Menghan Wu, Jianxin Zhou
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引用次数: 0

摘要

动力电池编队生产调度问题是一个具有有限等待时间约束的组合优化问题。动力电池完成高温待机处理后,等待成形处理开始的时间有限。本文以最大完工时间和机器生产参数变更次数最小为目标,提出了一种具有等待时间约束的生产调度模型,并提出了一种基于编队生产调度的粒子群优化算法。通过算例数值仿真,并与目前生产线上常用的调度方法进行比较,验证了所提模型和算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research On Power Battery Formation Production Scheduling Problem With Limited Waiting Time Constraints
The formation production scheduling problem of power battery is a combinatorial optimization problem with limited waiting time constraints. The time of waiting for the start of the formation processing is limited after power batteries completed the high temperature standby processing. In this paper, to minimize the makespan and the minimum number of changes to machines production parameters, we proposed a scheduling model with waiting time constraints and put forward a particle swarm optimization algorithm based on the formation production scheduling. The validity of the proposed model and the algorithm were verified by the example-based numerical simulation and comparison with the current scheduling methods which commonly used on the production line.
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