{"product_id":"application-of-signal-processing-tools-nabamita-banerjee-roy-9780367431136","title":"Application of Signal Processing Tools and Artificial Neural Network in Diagnosis of Power System Faults","description":"\u003cp\u003eAccurate, fast, and reliable fault classification techniques are an important operational requirement in modern-day power transmission systems. \u003cb\u003eApplication of Signal Processing Tools and Neural Network in Diagnosis of Power System Faults\u003c\/b\u003e 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.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eThe 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\u003csup\u003e(R)\u003c\/sup\u003e. Furthermore, their applications in fault diagnosis are discussed through multiple case studies.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\u003cb\u003e \u003c\/b\u003e\u003cp\u003eFEATURES\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cul\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eExplores methods of fault identification through programming and simulation in MATLAB\u003csup\u003e(R)\u003c\/sup\u003e\n\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eExamines signal processing tools and their applications with examples\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eProvides knowledge of artificial neural networks and their application with illustrations\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eUses PNN and BPNN to identify the different types of faults and obtain their corresponding locations\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eDiscusses the programming of signal processing using wavelet transform and Stockwell transform\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eThis book is designed for engineering students and for practitioners. Readers will find methods of programming and simulation of any network in MATLAB\u003csup\u003e(R)\u003c\/sup\u003e 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.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Nabamita Banerjee Roy, Kesab Bhattacharya\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0367431130\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780367431136\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/22\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 123\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.84lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.38d","brand":"Nabamita Banerjee Roy","offers":[{"title":"Hardcover","offer_id":44127412060415,"sku":"9780367431136","price":140.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_407ca5da-e696-4cdd-b205-c067d8037a12.jpg?v=1687453382","url":"https:\/\/www.whiterainbookhouse.com\/products\/application-of-signal-processing-tools-nabamita-banerjee-roy-9780367431136","provider":"WR Book House","version":"1.0","type":"link"}