基于遗传算法的农村配电网检修计划
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TM727.1;TP183

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Maintenance planning for power distribution networks in countryside based on genetic algorithm
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    摘要:

    如何根据检修任务的紧迫性合理地安排农村配电网检修计划减少停电次数、停电时间和停电范围是供电企业特别关注的问题。文中研究了影响制定农村配电网检修计划的因素,提出了制定配电网检修计划的遗传算法优化模型,运用解决旅行商问题的编码方法对待检修的线路段进行编码形成染色体,并对遗传变异算子进行改进,提出了新的自适应变异算子。算例表明,采用该模型和算法得到的检修计划既能保证重点问题优先检修又能减少检修停电电量和检修停电次数。

    Abstract:

    Proper arrangement of power distribution network maintenance in countryside by the urgency to reduce times and losses of maintenance outages is concerned by power utilities. A genetic algorithm (GA) for optimum maintenance planning for power distribution networks in countryside is proposed in the paper. The power line sections to be maintained are decoded as that of traveling salesman problems to form chromosomes in order to ensure the genetic operations in the space of feasible solutions, and an improved mutation operator is also presented.A practical example is given and the result shows that the plan obtained by the algorithm cannot only ensure the jobs of maintenance ordered by the urgency but also can reduce times and losses of maintenance outages.

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王永清,杨明皓.基于遗传算法的农村配电网检修计划[J].农业工程学报,2004,20(5):266-269.

Wang Yongqing, Yang Minghao. Maintenance planning for power distribution networks in countryside based on genetic algorithm[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE),2004,20(5):266-269.

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  • 收稿日期:2003-11-05
  • 最后修改日期:2004-03-10
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