Artificial Intelligence-Empowered Modern Electric Vehicles in Smart Grid Systems

Fundamentals, Technologies, and Solutions
Herausgeber: Kumari, Aparna; Tanwar, Sudeep

• Broschiertes Buch

Produktbeschreibung

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. The book covers foundational knowledge, including 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 cybersecurity 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, this book provides multidisciplinary guidance for implementing this cutting-edge technology in the energy systems of the future.

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Produktdetails

• Verlag: Elsevier Science
• Seitenzahl: 550
• Erscheinungstermin: 23. Mai 2024
• Englisch
• Gewicht: 450g
• ISBN-13: 9780443238147
• ISBN-10: 0443238146
• Artikelnr.: 69554892

Inhaltsangabe

Part I Introduction to artificial intelligence and electric vehicles in
smart grid systems 1. Introduction to artificial intelligence-empowered
electric vehicles in smart grids 2. Communication technologies for electric
vehicles 3. Robustness and resilience of artificial intelligence enabled
electric vehicles: "a safety and security perspective" 4. Applications of
AI-empowered electric vehicles for voice recognition in Asian and
Austronesian languages Part II Energy management for artificial
intelligence empowered modern electric vehicles 5. Demand response
management using artificial intelligence-empowered electric vehicles 6.
Energy prediction for future energy supply in electrical vehicles 7.
Optimizing the integration of renewable energy source and plug-in electric
vehicles for economic emission load dispatch through soft computing
techniques 8. Battery-operated electric vehicles and plug-in hybrid
electric vehicles Part III Energy trading for artificial intelligence
empowered modern electric vehicles 9. Peer-to-peer energy trading using
renewable energy sources and electric vehicles 10. Smart energy management
using vehicle-to-vehicle and vehicle-to-everything 11. Vehicle-to-vehicle
power transfer 12. Cyber-security challenges for artificial intelligence
empowered electric vehicles-analysis and current status Part IV Case
studies and futuristic trends for artificial intelligence-enabled electric
vehicles 13. Revitalizing traffic control: the synergy of fog computing and
Internet of Things for an intelligent traffic light system for electric
vehicles 14. On fuzzy completely irresolute on smart decision-making for
electric vehicle systems 15. Front-in parking method for intelligent
electric vehicles using proportional_integral_derivative control 16. The
futuristic trends for modern electric vehicles 17. Environmental
sustainability and carbon footprint reduction through artificial
intelligence-enabled energy management in electric vehicles