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基于小波模糊神经网络配网馈线故障测距的研究 被引量:2

Study on fault location for distribution lines based on wavelet fuzzy neural network
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摘要 在小电流接地系统单相接地故障特征分析的基础上,结合小波变换和模糊神经网络的特点,提出了适合配网故障后暂态信号分析的小波模糊神经网络模型及算法,应用于小电流接地系统的故障测距。理论分析及大量仿真结果显示此方法是可行的,且具有较好的故障测距性能。 On the basis of analysis on the characteristics of single phase grounding fault occurred in small current neutral grounding system, combined with the characteristics of wavelet transformation and fuzzy neural network, a wavelet fuzzy neural network method and algorithm was proposed and applied for the fault location on non-direct grounding system, which is suitable for the analysis of the post-fault transient state signals in power networks. Theoretical analysis and the simulation results illustrate the efficiency and practice of the method proposed.
出处 《中国电力》 CSCD 北大核心 2008年第2期26-29,共4页 Electric Power
关键词 故障测距 小波模糊神经网络 配电网 fault location wavelet fuzzy neural network distribution system
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参考文献5

  • 1STDINER J P, WEEKS W L, NG H W. An automated fault locating system[J]. IEEE Transactions on Power Delivery, 1992,7(2), 967-978.
  • 2ZHANG Qing-chao, ZHANG Yao,SONG Wen-nan. Transmission line fault location for single-phase-to-earth fault on non-directground neutralsystem[J].IEEETransactionsonPowerDelivery, 1998,13(4):1086-1092.
  • 3KWON G B, SUH H S, Yoon S M, et al. The protective relaying scheme of power transformer using wavelet based neural network [J]. Transactions. KIEE, 2002,51A (3):134-142.
  • 4郜洪亮,杨学昌.一种配电线路单相接地故障测距算法[J].清华大学学报(自然科学版),1999,39(9):33-35. 被引量:17
  • 5FAN Chun-ju, LI K K, CHAN W L, et al. Application of wavelet fuzzy neural network in locating single line to ground fault (SLG) in distribution lines[J]. Electrical Power and Energy Systems,2007,29(6):497-503.

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