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Electric distribution reliability analysis considering time-varying load, weather conditions and reconfiguration with distributed generation.

机译:考虑时变负载,天气情况和分布式发电的重新配置的配电可靠性分析。

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摘要

This dissertation is a systematic study of electric power distribution system reliability evaluation and improvement. Reliability evaluation of electric power systems has traditionally been an integral part of planning and operation. Changes in the electric utility coupled with aging electric apparatus create a need for more realistic techniques for power system reliability modeling.; This work presents a reliability evaluation technique that combines set theory and Graph Trace Analysis (GTA). Unlike the traditional Markov approach, this technique provides a fast solution for large system reliability evaluation by managing computer memory efficiently with iterators, assuming a single failure at a time. A reconfiguration for restoration algorithm is also created to enhance the accuracy of the reliability evaluation, considering multiple concurrent failures. As opposed to most restoration simulation methods used in reliability analysis, which convert restoration problems into mathematical models and only can solve radial systems, this new algorithm seeks the reconfiguration solution from topology characteristics of the network itself. As a result the new reconfiguration algorithm can handle systems with loops.; In analyzing system reliability, this research takes into account time-varying load patterns, and seeks approaches that are financially justified. An exhaustive search scheme is used to calculate optimal locations for Distributed Generators (DG) from the reliability point of view. A Discrete Ascent Optimal Programming (DAOP) load shifting approach is proposed to provide low cost, reliability improvement solutions.; As weather conditions have an important effect on distribution component failure rates, the influence of different types of storms has been incorporated into this study. Storm outage models are created based on ten years' worth of weather and power outage data. An observer is designed to predict the number of outages for an approaching or on going storm. A circuit corridor model is applied to investigate the relationship between power outages and lightning activity.
机译:本文是对配电系统可靠性评估和改进的系统研究。传统上,电力系统的可靠性评估一直是规划和运营的组成部分。电力设施的变化以及电气设备的老化导致对用于电力系统可靠性建模的更现实技术的需求。这项工作提出了一种可靠性评估技术,该技术结合了集合理论和图形跟踪分析(GTA)。与传统的马尔可夫方法不同,该技术通过使用迭代器有效地管理计算机内存(一次假设一个故障),为大型系统可靠性评估提供了一种快速的解决方案。考虑到多个并发故障,还创建了一种用于恢复算法的重新配置以提高可靠性评估的准确性。与大多数用于可靠性分析的恢复模拟方法将恢复问题转换为数学模型并且只能解决径向系统问题相反,该新算法从网络本身的拓扑特征中寻求重新配置解决方案。结果,新的重新配置算法可以处理带有循环的系统。在分析系统可靠性时,本研究考虑了随时间变化的负载模式,并寻求经济上合理的方法。从可靠性的角度来看,穷举搜索方案用于计算分布式发电机(DG)的最佳位置。提出了一种离散上升最优规划(DAOP)负载转移方法,以提供低成本,可靠性提高的解决方案。由于天气状况对配电组件的故障率有重要影响,因此已将不同类型风暴的影响纳入本研究。风暴中断模型是根据十年的天气和停电数据创建的。观察者的目的是预测即将发生或即将发生的风暴的中断次数。应用电路走廊模型研究停电与雷电活动之间的关系。

著录项

  • 作者

    Zhu, Dan.;

  • 作者单位

    Virginia Polytechnic Institute and State University.;

  • 授予单位 Virginia Polytechnic Institute and State University.;
  • 学科 Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2007
  • 页码 155 p.
  • 总页数 155
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 无线电电子学、电信技术;
  • 关键词

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