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A linear programming approach to the electricity contract capacity problem

机译:电力合同容量问题的线性规划方法

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摘要

Determination of electricity contract capacity is a problem faced by all industrial customers in Taiwan. In the literature, the problem has been solved using metaheuristics, such as genetic algorithm and particle swarm optimization, which require substantial computation time to solve. In this paper we formulate the problem as a linear program, which requires only polynomial time. Our proposed linear program is better than any metaheuristic approach because a globally optimal solution can be guaranteed while using much less computation time. Two real-world cases, one from a university and the other from a paper mill, are used to demonstrate that the model can minimize the electricity bill for industrial customers.
机译:确定电合同容量是台湾所有工业客户都面临的问题。在文献中,已经使用诸如遗传算法和粒子群优化之类的元启发法解决了该问题,这需要大量的计算时间才能解决。在本文中,我们将问题表述为线性程序,该程序仅需要多项式时间。我们提出的线性程序比任何元启发式方法都要好,因为可以保证全局最优的解决方案,同时使用更少的计算时间。使用两个实际案例(一个来自大学,另一个来自造纸厂)来证明该模型可以最大程度地减少工业客户的电费。

著录项

  • 来源
    《Applied Mathematical Modelling》 |2011年第8期|p.4077-4082|共6页
  • 作者单位

    Department of Information Management, China University of Technology, 56, Sec. 3, Singlong Road, Taipei 116, Taiwan;

    Department of Industrial Management, National Taiwan University of Science and Technology, Taiwan;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    contract capacity; electricity contracts; linear programming;

    机译:合同能力;电力合同;线性规划;
  • 入库时间 2022-08-18 03:00:07

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