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    AI Control Strategies for Optimal Power Distribution

    AI-Based Strategies for Power Efficiency

    AvBalasubramaniam S.,Aravind C. K.

    Inbunden, Engelska, 2026

    2 004 kr

    Kommande

    Beskrivning

    The global energy landscape is transforming as economies prioritize decarbonization and energy resilience. Microgrids—intelligent, autonomous energy systems integrating renewable sources, energy storage, and advanced controls—are central to this revolution, offering a promising pathway to sustainable and secure energy. Their potential to revolutionize the sector is both promising and inspiring, motivating further exploration of their capabilities. However, microgrid operations present significant challenges because traditional rule-based approaches often struggle to accommodate uncertainties inherent in renewable energy systems and fluctuating load demandsAI Control Strategies for Optimal Power Distribution explores the intersection of artificial intelligence and renewable energy systems, with microgrids as its central focus. These small-scale power systems combine renewable sources like solar and wind with energy storage, offering cleaner, more reliable power for homes, businesses, and communities. The book provides a comprehensive overview of AI-driven control strategies for optimal power distribution in microgrids. It explores AI's theoretical foundations, applications in power systems, and the specific challenges and opportunities within microgrid contexts. The book illustrates distinct advancements in the microgrid space achieved through AI's transformative power. As AI transitions from predictive to generative capabilities, it facilitates multiple aspects of establishing and sustaining highly efficient, versatile microgrids. Explaining how combining AI and microgrids is game-changing, the book covers such AI applications as forecasting, optimization, and trading.

    Produktinformation

    • Utgivningsdatum:2026-12-07
    • Mått:156 x 234 x undefined mm
    • Format:Inbunden
    • Språk:Engelska
    • Antal sidor:232
    • Förlag:Taylor & Francis Ltd
    • ISBN:9781041080510

    Utforska kategorier

    • Klassisk mekanik inom Naturvetenskap och teknik
    • Energiteknik inom Naturvetenskap och teknik
    • Elektronik och kommunikationer inom Naturvetenskap och teknik

    Mer om författaren

    Dr. Balasubramaniam S. is an Assistant Professor at the School of Computer Science and Engineering, Digital University Kerala, India.Dr. Aravind C. K. is a Senior Associate Professor at the School of Electrical Engineering, Vellore Institute of Technology, Chennai, IndiaDr. B. Sundaravadivazhagan is a faculty member of the Department of Information Technology at the University of Technology and Applied Science-Al Mussanah, Oman.Dr. C. Pethuru Raj is the chief architect and vice president at Reliance Jio Platforms Ltd., Bangalore, India.Dr. Senthil Kumar Muthusamy is a Lecturer in the Department of Electrical and Electronics Engineering at the University of Technology and Applied Sciences-Al Musannah, Oman.

    Innehållsförteckning

    • 1. IntroductiontoMicroGrids2. AI Powers Up Microgrids: An Optimization Revolution3. AI-Driven Modeling and Simulation of Smart Microgrids 4. Energy Forecasting and Prediction Using Intelligent Controllers: AI-Driven Strategies for Micro grid Optimization 5. Reinforcement Learning-Driven Distributed Energy Resource Management for Resilient Microgrids 6. Demand Response Optimization with AI in Microgrids: A Review7. Performance Grading Strategies of Passive Candidates for Distinguishing Island and Non-Island Disturbances in a DG Integrated Power Distribution Network: A Review8. Dynamic Energy Trading: AI Microgrid at the Heart of Market Participation 9. Microgrid Self-Healing and Fault Detection 10. AI-Driven Coordination and Optimization of Networked Microgrids for Enhanced Resilience and Economic Efficiency 11. Grid Integration and Interoperability 12. Charting the Future: AI Transformations in Microgrid Technology