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Evolutionary Programming Based Load Tracing Optimization in Deregulated Power System

机译:调度电源系统中基于进化规划的负荷跟踪优化

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摘要

Tracing the flow of electricity becomes an essential part in transmission fixed cost allocation since the existing methods based on transaction are incapable of providing fair and non-discriminatory transmission service pricing. Conventional power tracing based on matrix inversion confronts with the problem of singular matrix possibility as the solution will be indeterminate and undefined. This is because the existence of singular matrix would lead to the failure of matrix inversion process and as a result, the traced powers are unable to be determined. This paper presents a novel technique for allocating the losses and generated powers to all system loads by means of Evolutionary Programming (EP) algorithm. The developed algorithm has been experimented on IEEE 14-bus RTS and the results revealed that EP can also be a sophisticated tool to be applied in power tracing field with tolerable computation time.
机译:跟踪电力流已成为输电固定成本分配中必不可少的部分,因为基于交易的现有方法无法提供公平和非歧视性的输电服务定价。基于矩阵求逆的常规功率追踪面临奇异矩阵可能性的问题,因为解决方案将是不确定的和不确定的。这是因为奇异矩阵的存在会导致矩阵求逆过程失败,从而无法确定跟踪功率。本文提出了一种新的技术,通过进化规划(EP)算法将损耗和产生的功率分配给所有系统负载。所开发的算法已经在IEEE 14总线RTS上进行了实验,结果表明EP也可以作为一种复杂的工具,以可容忍的计算时间应用于电力跟踪领域。

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  • 来源
  • 会议地点 Playa Meloneras(ES);Playa Meloneras(ES);Playa Meloneras(ES);Playa Meloneras(ES);Playa Meloneras(ES);Playa Meloneras(ES)
  • 作者单位

    Centre for Electrical Power Engineering Studies (CEPES), Faculty of Electrical Engineering Universiti Teknologi MARA, 40450 Shah Alam, Selangor, MALAYSIA;

    Centre for Electrical Power Engineering Studies (CEPES), Faculty of Electrical Engineering Universiti Teknologi MARA, 40450 Shah Alam, Selangor, MALAYSIA;

    Centre for Electrical Power Engineering Studies (CEPES), Faculty of Electrical Engineering Universiti Teknologi MARA, 40450 Shah Alam, Selangor, MALAYSIA;

    Centre for Electrical Power Engineering Studies (CEPES), Faculty of Electrical Engineering Universiti Teknologi MARA, 40450 Shah Alam, Selangor, MALAYSIA;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 通信;计算技术、计算机技术;
  • 关键词

    evolutionary programming; load tracing optimization;

    机译:进化规划;负载跟踪优化;

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