Science of AI for Energy Storage

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The Science of AI for Energy Storage presents a comprehensive exploration of the intersection between artificial intelligence and energy storage technologies.

The Science of AI for Energy Storage presents a comprehensive exploration of the intersection between artificial intelligence (AI) and energy storage technologies. This book provides a detailed analysis of energy storage systems, including mechanical, electrochemical, chemical, electrical, and thermal solutions, while emphasizing the transformative role of AI and machine learning in optimizing these technologies. By integrating foundational principles with cutting-edge advancements, the book delivers a robust framework for understanding the design, application, and sustainability of modern energy storage systems. Written in the author’s hallmark conversational yet scientifically rigorous style, the work bridges the gap between theory and practice, offering invaluable insights for energy professionals, engineers, policymakers, and academics.

• Explores the transformative role of artificial intelligence (AI) and machine learning in optimizing energy storage systems, including batteries, supercapacitors, and pumped hydro storage.
• Examines a wide range of storage technologies—mechanical, electrochemical, chemical, electrical, and thermal—ensuring a thorough understanding of current and future solutions.
• Highlights the role of energy storage in achieving sustainability goals and addresses the challenges of integrating AI to meet growing global energy demands efficiently.

Obsah

Preface

About the Author

Acronyms/Abbreviations/Units/Conversions

Energy Storage Practitioner’s Toolbox

Energy Storage by Other Terms

Prologue

PART 1 THE BASICS

CHAPTER 1 THE GRAND CHALLENGE & THE 10-HOUR RULE

CHAPTER 2 AI & THE CONNECTED MINDSET

CHAPTER 3 FUNDAMENTALS OF ELECTRICITY

Chapter 4 BATTERY TERMINOLOGY

PART 2 ENERGY STORAGE TECHNOLOGIES

Chapter 5 LEAD-ACID STORAGE BATTERIES

Chapter 6 LITHIUM-ION BATTERIES

Chapter 7 FLOW BATTERIES

Chapter 8 ZINC BATTERIES

Chapter 9 SODIUM BATTERIES

Chapter 10 FLYWHEEL ENERGY

Chapter 11 COMPRESSED AIR ENERGY

Chapter 12 THERMAL ENERGY

Chapter 13 SUPERCAPACITORS

Chapter 14 Hydrogen Storage and Fuel Cells

Chapter 15 The Water Battery

Chapter 16 GEO-ENERGY

Chapter 17 GRAVITY BATTERIES

PART 3 PHYSICAL SECURITY & CYBERSECURITY OF ENERGY

Chapter 18 Energy Storage Security

Chapter 19 SCADA AND ENERGY

Chapter 20 SECURITY TECHNOLOGY AND HARDWARE

Glossary