Adaline and its application in power quality disturbances detection

  • Authors:

  • Yuguang Zhou;Qian Ai;Weihua Xu

  • Affiliations:

  • Shanghai Jiaotong University, Shanghai, P. R. China;Shanghai Jiaotong University, Shanghai, P. R. China;Shanghai Jiaotong University, Shanghai, P. R. China

  • Venue:
  • ISCGAV'05 Proceedings of the 5th WSEAS International Conference on Signal Processing, Computational Geometry & Artificial Vision
  • Year:
  • 2005

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Abstract

In the paper, some problems of the methods that are used to analyze the power quality issues are firstly pointed out. A kind of Artificial Neural Networks, Adaline, and its new algorithm for analysis of power quality are presented. The new algorithm has the advantages of being simply calculated and easily implemented through hardware. The simulating results of voltage quality disturbances detection demonstrate that the new Adaline and its algorithm can be applied to the precise analysis for power quality disturbances.