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A TWO-STAGE GREEDY HEURISTIC FOR A FLOWSHOP SCHEDULING PROBLEM UNDER TIME-OF-USE ELECTRICITY TARIFFS

机译:在使用时间电费下的流动调度问题的两阶段贪婪的启发式

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摘要

This paper studies a two-machine flowshop scheduling problem under time-dependent electricity tariffs, in which electricity prices may vary from time to time throughout the day. The main issue is to assign a set of jobs to available time slots with different electricity prices to minimise the total resource cost required for processing the jobs. The main contribution of this work is two-fold. First, a new continuous-time mixed-integer linear programming (MILP) model is proposed for the problem. Second, a two-stage greedy heuristic is developed. A computational experiment on randomly generated instances demonstrates that the greedy algorithm can improve the objective function by almost 40 percent. The algorithm can be applied by production managers to scheduling jobs in a flowshop under time-of-use (TOU) electricity tariffs to save electricity costs.
机译:本文研究了一个在时间依赖的电关税下的双机流量调度问题,其中电价在全天时可能因时间而异。主要问题是将一组作业分配给具有不同电价的可用时隙,以最大限度地减少处理作业所需的总资源成本。这项工作的主要贡献是两倍。首先,提出了一个新的连续时间混合整数线性编程(MILP)模型的问题。其次,开发了一个两阶段的贪婪启发式。随机生成实例的计算实验表明,贪婪算法可以将目标函数提高近40%。该算法可以通过生产经理应用于在使用时间(TOU)电关税下的流量中调度作业以节省电力成本。

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