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基于模糊外展推理和Tabu搜索方法的电力系统故障诊断 被引量:20

Tabu search approach to fault diagnosis in power systems using fuzzy abductive inference
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摘要 电力系统故障诊断中存在两种不确定性因素,即保护和断路器动作的可靠性,以及调度中心中收到的保护和断路器的警报信号的正确性和未收到的警报信号实际出现的可能性。如何处理这些不确定性在一定程度上影响故障诊断结果的准确性。到目前为止,还没有一个系统的方法能够同时处理上述两种不确定性因素。文章提出了基于模糊外展推理(fuzzyabductiveinference)的电力系统故障诊断的一种新的模型,可以同时计及这两种不确定性因素。首先将故障诊断问题描述为无约束0-1整数规划问题,之后采用了近年来提出的一种高效的启发式优化技术——Tabu搜索(TabuSearch-TS)方法来求解。算例系统的研究结果证实了所提出的方法是正确的和有效的,且具有在线应用的潜力。 There are two kinds of uncertainties involved in the fault diagnosis problem in power systems, i.e., the operating reliabilities of protective relays and circuit breakers, and the correctness of the received and nonreceived alarm signals. The accuracy of the fault section estimation is affected to some extent by the method used to deal with the uncertainties encountered in the fault section estimation problem. Up to now, a formal and systematic approach to simultaneously account for these two kinds of uncertainties is not available. This paper presents a fuzzy abductive inference model and a Tabu search (TS) based approach to the fault diagnosis problem in power systems, which can simultaneously take into account of the above mentioned two kinds of uncertainties. At first, the fault diagnosis problem is formulated as a 0 1 integer programming problem, and then the TS approach is presented for solving this problem. Test results for a sample power system have shown that the developed fault diagnosis model and method are correct and efficient, and are of promise for on line application in actual power systems.
机构地区 浙江大学电机系
出处 《清华大学学报(自然科学版)》 EI CAS CSCD 北大核心 1999年第3期56-60,共5页 Journal of Tsinghua University(Science and Technology)
基金 国家攀登计划
关键词 电力系统 故障诊断 模糊外展推理 TABU搜索 power systems fault diagnosis fuzzy abductive inference Tabu search set covering theory
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参考文献7

  • 1文福拴,韩祯祥.基于覆盖集理论和Tabu搜索方法的电力系统警报处理[J].电力系统自动化,1997,21(2):18-23. 被引量:30
  • 2Wen Fushuan,IEE Proc Gener Trans Distrib,1997年,144卷,2期,160页
  • 3Cho H J,IEEE Trans,1997年,PWRS-12卷,2期,342页
  • 4文福拴,电力系统自动化,1997年,21卷,2期,18页
  • 5Wen Fushuan,Electric Machines Power Systems,1996年,24卷,8期,801页
  • 6Wen Fushuan,Electrical Power Systems Research,1995年,34卷,3期,165页
  • 7Peng Y,Abductive in Ferencemodels for Diagnostic Problemsolving,1990年

二级参考文献8

  • 1Peng Y,Proceedings of 1986 national of conference on artificial intelligence
  • 2文福拴,Proceedings of International Conference on Intelligent Systems Application to Power Systems,1996年
  • 3Bai X,IEEE Power Engineering Society 1995 Summer Meeting,1995年
  • 4文福拴,Proceedings of 1995 IEEE International Conference on Evolutionary Computation,1995年
  • 5Yan H T,Proceedings of 1995 International Conference on Energy Management and Power Delivery,1995年
  • 6Gan D,Proceedings of IEE of Japan Power Energy’95,1995年
  • 7文福拴,中国电机工程学报,1994年,14卷,3期
  • 8Peng Y,Abductive Inference Models for Diagnostic Problems-Solving,1990年

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