Adaptive wavelet networks for power-quality detection and discrimination in a power system

  title={Adaptive wavelet networks for power-quality detection and discrimination in a power system},
  author={Chia-Hung Lin and Chia-Hao Wang},
  journal={IEEE Transactions on Power Delivery},
This paper proposes a model of power-quality detection for power system disturbances using adaptive wavelet networks (AWNs). An AWN is a two-subnetwork architecture, consisting of the wavelet layer and adaptive probabilistic network. Morlet wavelets are used to extract the features from various disturbances, and an adaptive probabilistic network analyzes the meaningful features and performs discrimination tasks. AWN models are suitable for application in a dynamic environment, with add-in and… CONTINUE READING
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