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Více informací o knize Data-driven Optimization and Control for Autonomous Energy Systems

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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v němčině Naturwissenschaften, Medizin, Informatik, Technik Technik Elektronik, Elektrotechnik, Nachrichtentechnik

• Plný název: Data-driven Optimization and Control for Autonomous Energy Systems
• Autor: Jian Sun, Jie Chen
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 164
• EAN: 9789819517817
• ISBN: 9819517818
• ID: 49358320
• Nakladatelství: Springer-Verlag GmbH
• Hmotnost: 446 g
• Rozměry: 235 × 155 mm
• Datum vydání: 06. November 2025

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