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Data-driven Optimization and Control for Autonomous Energy Systems book cover by Gang Wang, Jian Sun, Jie Chen
Hardcover

Data-driven Optimization and Control for Autonomous Energy Systems

by Gang Wang, Jian Sun and Jie Chen

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Hardcover · 156 pages Springer Nature Singapore · 2025

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About the book

Data-driven Optimization and Control for Autonomous Energy Systems

This book introduces a pioneering framework for monitoring and controlling autonomous energy systems, distinguished by its use of physics-informed deep neural networks. These networks provide accurate estimations and forecasts, interlacing with advanced composite optimization algorithms to simplify the complex processes of state estimation. This approach not only boosts operational efficiency but also maximizes flexibility through a data-driven methodology integrated with physics-based principles. The framework leverages the power of neural networks to define the intricate relationship between system states and control policies, offering precise, robust control strategies that adapt to dynamically changing system conditions. This book is essential reading for professionals looking to enhance the performance and flexibility of energy systems through cutting-edge technology.



Details

Publisher
Springer Nature Singapore
Authors
Gang Wang, Jian Sun, Jie Chen
Format
Hardcover
Published
Oct 20, 2025
ISBN-13
9789819517817
Pages
156
Printing
Printed on demand
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CopiesPrice per copyYou save
25 – 49 $158.39 12% off list
50 – 99 $156.59 13% off list
100+ $154.79 14% off list
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