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Published by CRC Press 2021-07-22, 2021
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Dr. Nabamita Banerjee Roy is presently working as Associate Professor in Electrical Engineering Department of Narula Institute of Technology, Kolkata, India. Prof. Kesab Bhattacharya is presently a Professor and H.O.D of the Department of Electric.
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Published by Taylor & Francis Ltd, 2021
ISBN 10: 0367431130 ISBN 13: 9780367431136
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Accurate, 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.The authors also employ probabilistic neural networks (PNN) and back propagation neural networks (BPNN) to identify the different types of faults and determine their corresponding locations, respectively. Both PNN and BPNN are presented in detail, and their applications are illustrated through simple programming in MATLAB®. Furthermore, their applications in fault diagnosis are discussed through multiple case studies.FEATURESExplores methods of fault identification through programming and simulation in MATLAB®Examines signal processing tools and their applications with examplesProvides knowledge of artificial neural networks and their application with illustrationsUses PNN and BPNN to identify the different types of faults and obtain their corresponding locationsDiscusses the programming of signal processing using wavelet transform and Stockwell transformThis book is designed for engineering students and for practitioners. Readers will find methods of programming and simulation of any network in MATLAB® as well as ways to extract features from a signal waveform by using a suitable signal processing toolbox and by application of artificial neural networks.
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Taschenbuch. Condition: Neu. Application of Signal Processing Tools and Artificial Neural Network in Diagnosis of Power System Faults | Nabamita Banerjee Roy (u. a.) | Taschenbuch | Einband - flex.(Paperback) | Englisch | 2023 | CRC Press | EAN 9781032043630 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand.
Language: English
Published by Taylor & Francis Group, 2021
ISBN 10: 0367431130 ISBN 13: 9780367431136
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