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Subrat SaurabhAuthor of Kuch Woh Pal
This book offers a comprehensive exploration of utilizing artificial intelligence (AI) for transformer health assessment, providing readers with both foundational knowledge and advanced techniques. It begins with an introduction to transformer components and the importance of health monitoring, highlighting the limitations of traditional methods. The text then delves into AI fundamentals, including machine learning types and relevant techniques, followed by detailed discussions on data collection, preprocessing, and feature extraction. Predictive maintenance models and anomaly detection are covered extensively, showcasing various AI-driven approaches. Advanced sections focus on deep learning, time-series analysis, and hybrid models, emphasizing practical implementation and integration with existing systems. Real-world case studies illustrate the application and impact of AI on transformer maintenance, while future trends and research directions are explored. Concluding with a summary of transformative effects on maintenance practices, the book provides a thorough understanding of how AI can enhance transformer health monitoring and management, offering valuable insights for both practitioners and researchers in the field.
Dr. M. KARTHIK, Ms. A. Deepika, Ms. G. Hemalatha
Dr. M. Karthik is currently working as Assistant Professor (Sr.G) in the Department of Electrical and Electronics Engineering at SRM Madurai College for Engineering and Technology, Sivagangai District. He received his B.E., degree in Electrical & Electronics Engineering from Vel Tech Multi Tech Dr. RR & Dr. SR Engineering College, Chennai, India in 2013. He received his M.E., degree (with Distinction & Programme Topper) in High Voltage Engineering from National Engineering College, Kovilpatti, India in 2015. He has completed his Ph.D in the field of Liquid Dielectrics as a part time scholar in Anna University, Chennai in 2023. He has 10 years of teaching and research experience. He has attended 06 national and 19 international conferences. He has published 27 papers in international journals, 05 papers in SCI journals, 35 papers in scopus journals and 11 paper in Web of Science Journal. He has attended 30 FDPs, 25 workshops/seminars and 10 short term courses organized by various reputed institutions like IITs, IISC and NITs. He received Bharat Excellence Award and Leading Educationist of India Award by Friendship Forum, New Delhi in the year 2024, Dr. Abdul Kalam Award and Best Teacher Award from Tamil Thai Foundation in the year 2023, Best Mentor Award from ATOM Sympo 2.0 in the year 2023, Award for Excellence in Research from Record Owner (Global Research & Development Award) in the Year 2021, Best Presentation Award in FIVCON 2020, Best Young Faculty Award 2019 by DKIRF, Academic Excellence Award in the year 2015. He has completed the BEC certification course and Test of English as Foreign Language (TOEFL). He has published 05 book chapters. He authored three books and holds 5 patent to his credit. He has organized many events like seminars, workshops and received funds from ISTE for organizing seminars. He also received the Anna University Seed Research Grant from Centre for Research. He is an active member of Mentor of Change for ATAL Tinkering Lab. He had been the resource person for handling sessions in engineering colleges & schools. He has completed 07 online courses in NPTEL, 26 online courses in COURSERA, 07 online courses in ALISON, 06 online courses in UDEMY, 03 online course in IBM and 14 online courses in Tata Steel Industry. His field of interest includes High Voltage Insulation Systems, HVDC Transmission and Power Systems. He is an Honorary Rosalind Member of London Journals Press and a lifetime member of ISTE & IAENG.
