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Artificial Intelligence in Clean Energy Systems: From Energy Hubs to Smart Grids

Editat de Ali Ahmadian, Ali Almansoori, Ali Elkamel
en Limba Engleză Paperback – 2027
Artificial Intelligence in Clean Energy Systems: From Energy Hubs to Smart Grids investigates the integration of AI and machine learning into future clean and modern energy systems, focusing on applying such technologies to optimal operation of energy hubs, smart grids, and efficient utilization of renewable energy sources. The book provides an in-depth overview of AI-based forecasting techniques, optimization, automation, and control approaches that enhance energy efficiency and sustainability in modern energy systems. It presents significant issues such as AI-based load demand forecasting, smart grid automation, integration of renewable energy, cybersecurity, and electric vehicle charging demand scheduling

  • Covers AI-driven forecasting, optimization and automation techniques specifically tailored for energy hubs and smart grid
  • Includes industry case studies and real-world implementations of AI in clean energy systems, helping readers bridge theory with practice
  • Explores the latest advancements in AI, machine learning, and deep learning for energy management, making it a valuable resource for researchers and professionals
  • Provides AI-based solutions to key energy challenges such as demand forecasting, grid stability, renewable energy integration, and cybersecurity
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Specificații

ISBN-13: 9780443451997
ISBN-10: 0443451990
Pagini: 300
Dimensiuni: 152 x 229 mm
Greutate: 0.45 kg
Editura: ELSEVIER SCIENCE

Cuprins

Part I: Foundations of AI in Clean Energy
1. Introduction to AI in Clean Energy Systems
2. Fundamentals of Energy Hubs and Smart Grids
3. Artificial Intelligence and Machine Learning in Energy Systems

Part II: AI for Optimization and Forecasting in Energy Hubs
4. AI-Driven Energy Demand Forecasting
5. Optimization of Energy Hubs Using AI
6. Renewable Energy Integration with AI

Part III: AI Applications in Smart Grids
7. Smart Grid Automation and Control with AI
8. Cybersecurity and AI in Smart Energy Systems
9. Electric Vehicles and AI-Driven Smart Charging

Part IV: Future Trends and Case Studies
10. AI-Enabled Decentralized Energy Markets
11. Real-World AI Implementations in Clean Energy
12. The Future of AI in Clean Energy Systems