Intelligent Data Analytics for Power and Energy Systems / Lecture Notes in Electrical Engineering Bd.802 (PDF)
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This book brings together state-of-the-art advances in intelligent data analytics as driver of the future evolution of PaE systems. In the modern power and energy (PaE) domain, the increasing penetration of renewable energy sources (RES) and the consequent empowerment of consumers as a central and active solution to deal with the generation and development variability are driving the PaE system towards a historic paradigm shift. The small-scale, diversity, and especially the number of new players involved in the PaE system potentiate a significant growth of generated data. Moreover, advances in communication (between IoT devices and M2M: machine to machine, man to machine, etc.) and digitalization hugely increased the volume of data that results from PaE components, installations, and systems operation. This data is becoming more and more important for PaE systems operation, maintenance, planning, and scheduling with relevant impact on all involved entities, from producers, consumer,s and aggregators to market and system operators. However, although the PaE community is fully aware of the intrinsic value of those data, the methods to deal with it still necessitate substantial enhancements, development and research. Intelligent data analytics is thereby playing a fundamental role in this domain, by enabling stakeholders to expand their decision-making method and achieve the awareness on the PaE environment. The editors also included demonstrated codes for presented problems for better understanding for beginners.
Dr. Md. Waseem Ahmad (Member, IEEE) received the B.Tech. and M.Tech. degrees in electrical engineering from Aligarh Muslim University, Aligarh, India, in 2008 and 2011, respectively, and the Ph.D. degree in electrical engineering from the Indian Institute of Technology Kanpur, Kanpur, India, in 2018. He worked as a research fellow with the Department of Electrical and Computer Engineering, National University of Singapore, Singapore, and a graduate trainee engineer with Siemens Ltd., India. He is currently an assistant professor with the National Institute of Technology Karnataka, Surathkal, India. His research interests include fault diagnostics and condition monitoring of power electronic converters.
Prof. (Dr.) D. P. Kothari obtained his BE (Electrical) in 1967, ME (Power Systems) in 1969, and Ph.D. in 1975 from BITS, Pilani, Rajasthan. From 1969 to 1977, he was involved in teaching and development of several courses at BITS Pilani. Earlier Dr. Kothari served as vice chancellor, VIT, Vellore, director in-charge and deputy director (Administration) as well as head in the Centre of Energy Studies at Indian Institute of Technology, Delhi, and as a principal, VRCE, Nagpur. He was a visiting professor at the Royal Melbourne Institute of Technology, Melbourne, Australia, during 1982-83 and 1989, for two years. He was also NSF Fellow at Perdue University, USA ,in 1992. He also taught at Melbourne University Australia for one semester in 1989. Dr. Kothari, who is a recipient of the most Active Researcher Award, has published and presented 830 research papers in various national as well as international journals, conferences, guided 56 Ph.D scholars and 68 M. Tech students, and authored 67 books in various allied areas. He has delivered several keynote addresses, 100 plus Webinars and invited lectures at both national and international conferences. He has also delivered 42 video lectures on YouTube with maximum of 60,000 hits!Dr. Kothari is a fellow of the National Academy of Engineering (FNAE), fellow of Indian National Academy of Science (FNASc), fellow of Institution of Engineers (FIE), fellow IEEE, honourable fellow ISTE, and fellow IETE. Having received 76 awards till now, his many awards include the National Khosla Award for Lifetime Achievements in Engineering (2005) from IIT, Roorkee. The University Grants Commission (UGC), Government of India, has bestowed the UGC National Swami Pranavandana Saraswati Award (2005) in the field of education for his outstanding scholarly contributions. He is also the recipient of the Lifetime Achievement Award (2009) conferred by the World Management Congress, New Delhi, for his contribution to the areas of educational planning and administration. Recently, he received Excellent Academic Award at IIT Guwahati by NPSC-2014. He has received 6 Life Time Achievement awards by various agencies on 19th February, 4th March, 11th March, 18th March, 20TH March, and 25th March 2016, respectively. On 20th April 2016, he received 'Living Legend' Award in Chennai Conference. Recently, he received Malviya Award for Excellence in Power System at IIT Gandhinagar on 17th Dec 2020. Dr Kothari is also distinguished Emeritus professor and adjunct professor at several institutes such as Charutar university, Gujrat, and Wainganga college of engineering, Nagpur. Currently, Dr. Kothari is with S.B Jain Institute of Management , Research, and Technology, Nagpur, serving as a director research and professor. He is also a chairman board of governors of THDC Institute of Hydropower Engineering and Technology, Tehri, and a visiting professor at Wainganga college of engineering, Nagpur.
- 2022, 1st ed. 2022, 641 Seiten, Englisch
- Herausgegeben: Hasmat Malik, Md. Waseem Ahmad, D. P. Kothari
- Verlag: Springer Nature Singapore
- ISBN-10: 9811660816
- ISBN-13: 9789811660818
- Erscheinungsdatum: 17.02.2022
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