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The Dynamic Scheduling of Spray Booth Machine in 4S Auto Maintenance Shop

机译:4S汽车维修店喷雾展位机的动态调度

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Theory of constraint point out that the bottleneck is a major factor which restricts the system going toward the target. Therefore, the bottleneck is the key of scheduling process in entire system. In fact, due to the factors of long processing time, high cost and few amounts, spray booth machine become the bottleneck in the whole 4S auto maintenance shop. Through reasonable scheduling of spray booth machine, we can improve system's efficiency and customer's satisfaction. First, combining with the real situation, we apply a triplet method to describe the spray booth scheduling problem in 4S maintenance shop. On this basis, a multi-objectives model with multi-constraint is constructed for the scheduling problem. Combining with the real situation, the scheduling model also can be regard as machine in parallel with different speed and machine eligibility restriction and job's characteristic. And then, we design a two-phased heuristic algorithm based on the dispatching rules and particle swarm optimization algorithm to solve it. Finally, we show the experimental results and compares with usual methods to demonstrate the superior performance of the proposed method.
机译:约束理论指出瓶颈是限制朝向目标的系统的主要因素。因此,瓶颈是整个系统中调度过程的关键。事实上,由于长处理时间,高成本和数量少的因素,喷涂展位机成为整个4S汽车维修店的瓶颈。通过合理的喷雾展位机器调度,我们可以提高系统的效率和客户的满意度。首先,结合实际情况,我们应用三重态方法来描述4S维护店的喷涂展位调度问题。在此基础上,为调度问题构建具有多约束的多目标模型。结合实际情况,调度模型也可以与不同的速度和机器资格限制和作业特征并行。然后,我们设计了一种基于调度规则和粒子群优化算法的两相启发式算法来解决它。最后,我们展示了实验结果,并与通常的方法进行了比较,以证明所提出的方法的卓越性能。

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