Application of Signal Processing Tools and Artificial Neural Network in Diagnosis of Power System Faults
Language: English
Published by CRC Press, 2021
- Hardcover
- Used
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- Title
- Application of Signal Processing Tools and Artificial Neural Network in Diagnosis of Power System Faults
- Author
- Roy, Nabamita Banerjee; Bhattacharya, Kesab
- Publisher
- CRC Press
- Publication year
- 2021
- Condition
- As New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 0367431130
- ISBN 13
- 9780367431136
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.
FEATURES
- Explores methods of fault identification through programming and simulation in MATLAB®
- Examines signal processing tools and their applications with examples
- Provides knowledge of artificial neural networks and their application with illustrations
- Uses PNN and BPNN to identify the different types of faults and obtain their corresponding locations
- Discusses the programming of signal processing using wavelet transform and Stockwell transform
This 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.
"Synopsis" may belong to another edition of this title.
About the Author
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 Electrical Engineering, JU.
"About the title" may belong to another edition of this title.
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