Application of Signal Processing Tools and Artificial Neural Network in Diagn...

CRC Press

Application of Signal Processing Tools and Artificial Neural Network in Diagnosis of Power System FaultsAuthor(s): Nabamita Banerjee Roy, Kesab Bhattacharya\nFormat: Hardback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: CRC Press\nISBN-13: 9780367431136, 978-0367431136\nSynopsis\nAccurate, fast, and reliable fault classification techniques are an important operational requirement in modern-day power transmission systems. Application of Signal Processing Tools and Neural Network in Diagnosis of Power System Faults examines power system faults and conventional techniques of fault analysis. The authors provide insight into artificial neural networks and their applications, with illustrations, for identifying power system faults. Wavelet transform and its application are discussed as well as an elaborate method of Stockwell transform.\n\nThe authors also employ probabilistic neural networks (PNN) and back propagation neural networks (BPNN) to identify the different type.