Книга Data-driven Optimization and Control for Autonomous Energy Systems Jian Sun

Data-driven Optimization and Control for Autonomous Energy Systems

Автор: Jian Sun, Jie Chen
Език: Английски език
Корици: С твърди корици
Издател: Springer-Verlag GmbH
Наличност: Налично при издателя, по поръчка
Изпращаме след 17-27 дни
186.07 363.91 лв
This book introduces a pioneering framework for monitoring and controlling autonomous energy systems...

Информация за книгата

Автор
Език
Английски език
Корици
Книга - С твърди корици
Издадена
2025
страници
164
EAN
9789819517817
ISBN
9819517818
Enbook ID
49358320
Издател
Теглоt
446
Размери
155 x 235

Пълно описание

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.

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