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Intelligent Control in Smart Energy Systems: Advances in Intelligent Energy Systems

Editat de Satya Prakash Yadav, Vinod Kumar Yadav, Victor Hugo Costa de Albuquerque, Fadi Al-Turjman
en Limba Engleză Paperback – mai 2025
Intelligent Control in Smart Energy Systems provides a clear and practical guide to the implementation of Artificial Intelligent (AI) techniques in modern, sustainable energy systems. Building from essential theory to advanced application processes, this book outlines the essential challenge of control for renewable and distributed energy sources and applies a range of AI solutions from deep learning, data-driven decision-making, advanced control, and optimization algorithms for smart grids. Case studies and latest results cover control across design, development, and operation of smart energy systems, touching on control in generation, distribution, and supply.

Catering to newly interdisciplinary researchers as well as those with a basic understanding of AI technologies, this book supports higher-stage undergraduates, graduate students, researchers, and system engineers in implementing best practice control techniques for a sustainable energy grid.

  • Incorporates a stepped approach, from basic theoretical principles to advanced application examples
  • Includes case studies in a variety of scenarios, from a global perspective of experts, for maximum versatility
  • Adds to the cutting-edge series Advances in Intelligent Energy Systems, which provides the latest research and best practice for utilizing AI to enable sustainable energy systems
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Specificații

ISBN-13: 9780443334634
ISBN-10: 0443334633
Pagini: 350
Dimensiuni: 152 x 229 mm
Editura: ELSEVIER SCIENCE
Seria Advances in Intelligent Energy Systems


Cuprins

1. Introduction to Smart Energy Systems and Advanced Intelligent Control
2. Power Electronic Components in Smart Energy Systems
3. System Architectures of Intelligent Control in Smart Energy Systems
4. Model-based Intelligent Control in Smart Energy Systems
5. Reinforcement Learning Control in Smart Energy Systems
6. Power Systems Control in Smart Energy Systems
7. Model Predictive Control in Smart Energy Systems
8. Evolutionary Algorithms in Smart Energy Systems
9. Distributed Energy Resource Management
10. Distributed Control and Decision Making
11. Implementing Intelligent Control of Smart Energy Systems
12. Sensor Networks and Data Acquisition in Smart Energy Systems
13. Fault Diagnosis and Safety of Smart Energy Systems
14. Grid Interfacing in Smart Energy Systems
15. Solid-State Relays and Solid-State Circuit Breakers for Smart Energy Systems
16. System Interoperability and Communication
17. Advanced Intelligent Control for Smart Energy Systems
18. Advanced Technologies for Intelligent Control of Smart Energy Systems
19. Applications of Intelligent Control in Smart Energy Systems
20. Conclusion and Future Directions