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The authors discuss the original paper ("Power quality disturbance waveform recognition using wavelet-based neural classifier-Part 1: theoretical foundation", S. Santoso et al., see ibid., vol. 15, no. 1, p. 222-8, 2000) and present their observations. The original authors' response to the discussions are included.