Artificial Intelligence-Empowered Modern Electric Vehicles in Smart Grid Systems: Fundamentals, Technologies, and Solutions

Aparna Kumari · Sudeep Tanwar

2024년 5월 · Elsevier

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Artificial Intelligence-Empowered Modern Electric Vehicles in Smart Grid Systems: Fundamentals, Technologies, and Solutions is an essential reference for energy researchers, graduate students and engineers who aim to understand the opportunities offered by artificial intelligence for the integration of electric vehicles into smart grids. This book begins by building foundational knowledge for the reader, covering the essentials of artificial intelligence and its applications for electric vehicles in a clear and holistic manner. Next, it breaks down two essential areas of application in more detail: energy management (from to energy harvesting to demand response and complex forecasting), and market strategies (including peer-to-peer, vehicle-to-vehicle, and vehicle-to-everything trading, plus the cyber-security implications). A final part provides detailed case studies and close consideration of challenges, including code and data sets for replication of techniques. Providing a clear pathway from fundamentals to practical implementation, Artificial Intelligence-Empowered Modern Electric Vehicles in Smart Grid Systems will provide multidisciplinary guidance for implementing this cutting-edge technology in the energy systems of the future. - Supports fundamental understanding of artificial intelligence and its opportunities for energy system specialists - Collects the real-world experiences of global experts - Enables practical implementation of artificial intelligence strategies that support renewable energy integration across energy systems, markets, and grids

저자 정보

Dr. Aparna Kumari is an Assistant Professor in the Dept. of Computer Science and Engineering at the Institute of Technology, Nirma University, India. She was listed among the top 2% most influential researchers globally by Stanford University in 2021, 2022, and 2023 and was also awarded the Shri Pralhad P Chhabria Award – Runner Up for Best Female Professional (Early Career) in 2023. Her research interests include smart grid technologies, blockchain, Artificial Intelligence, quantum computing, electric vehicles, virtual and augmented reality, cybersecurity, and IoT. She is currently serving as a reviewer for the IEEE Internet of Things Journal, Multimedia Tools and Applications (Springer), Sensors (MDPI), the Journal of Information Security and Applications (Elsevier), and IEEE Network. She is a member of the Program/Technical Committee on UPCON2020, IC4S-2021, IC4S-2022, and EPTL2022, as well as of IEEE Women in Engineering.

Sudeep Tanwar is a full Professor at Nirma University, India, where he also leads the ST Research Laboratory. He is a Visiting Professor with Jan Wyzykowski University, Poland and the University of Pitesti, Romania. He has edited 20 books and authored 4 books and more than 300 technical articles, for national and international peer-reviewed journals and conferences. He initiated the research field of blockchain technology adoption in various verticals in 2017. His research interests include blockchain technology, wireless sensor networks, fog computing, smart grid, and the IoT. He is a member of the Technical Committee on Tactile Internet of IEEE Communication Society. He has been awarded Best Research Paper Awards from IEEE IWCMC-2021, IEEE ICCCA-2021, IEEE GLOBECOM 2018, IEEE ICC 2019, and Springer ICRIC-2019. He has won Dr KW Wong Annual Best Paper Prize (with 750 USD) for 2021 sponsored by Elsevier (publishers of JISA).