{"product_id":"9789819266395","title":"Partial Discharge Classification in Solid Insulation Hybrid Genetic-Algorithm and Neural Network Approach","description":"\u003ch3\u003eSpringerBriefs in Applied Sciences and Technology\u003c\/h3\u003e\u003ch1\u003ePartial Discharge Classification in Solid Insulation\u003c\/h1\u003e\u003ch2\u003eHybrid Genetic-Algorithm and Neural Network Approach\u003c\/h2\u003e\u003ch3\u003eMohamad Kamarol Mohd Jamil | Norfadilah Rosle | Mohamad Nur Khairul Hafizi Rohani\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eScience \/ Applied Sciences\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\u003cp\u003eThis book highlights an intelligent framework for detecting and classifying partial discharge in solid insulation, a quiet but persistent threat to the reliability of high-voltage power systems. It presents the complete diagnostic pipeline, from capturing discharge signals with a custom, low-cost Rogowski coil sensor to characterising their phase-resolved patterns and distilling them into informative features through statistical analysis and principal component analysis. At its core lies a hybrid classifier that pairs a feedforward backpropagation neural network with a genetic algorithm, improving accuracy, efficiency, and generalisation beyond conventional methods. Bridging high-voltage insulation engineering and machine learning, the book explains specialist concepts in accessible terms while preserving technical rigour, offering researchers, graduate students, and practising engineers a practical route toward smarter insulation diagnostics.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003cp\u003e\u003cstrong\u003eIr. Dr. Mohamad Kamarol Mohd Jamil \u003c\/strong\u003eobtained his D.Eng. from Kyushu Institute of Technology, Japan. His research interests include the insulation properties in oil palm, solid dielectric material, insulation properties of environmentally benign gas, and PD detection technique for insulation diagnosis of power apparatus and electrical machine. He is also involved in temperature rise and short-circuit electromagnetic study of busbar system and HVDC system.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eDr. Norfadilah Rosle \u003c\/strong\u003ereceived her Ph.D. in Electrical Engineering from Universiti Sains Malaysia, Penang. Her research interest is partial discharge detection and measurement on solid insulation, signal processing and artificial intelligence. She is now working as a senior lecturer in Universiti Malaysia Perlis, Malaysia.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eDr. Mohamad Nur Khairul Hafizi Rohani \u003c\/strong\u003eobtained his Ph.D from the University Malaysia Perlis. His research interest is partial discharge detection and measurement on solid and liquid insulation, signal and image processing and partial discharge sensor development for high voltage equipment applications.\u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e23 November 2026\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eSpringer Nature Singapore\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eSpringer\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9789819266395\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003ePaperback softback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e145\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Springer Nature Singapore","offers":[{"title":"Default Title","offer_id":57331980697740,"sku":"9789819266395","price":53.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9789819266395.jpg?v=1789616565","url":"https:\/\/lateknightbooks.com\/products\/9789819266395","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}