Könyv Reliable Non-Parametric Techniques for Energy System Operation and Control Hongcai Zhang

Reliable Non-Parametric Techniques for Energy System Operation and Control

Fundamentals and Applications of Constraint Learning and Safe Reinforcement Learning Methods

Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Kiadói készleten rendelésre
Küldés 28-34 napon belül
65 758 Ft
Reliable Non-Parametric Techniques for Energy System Operation and Control: Fundamentals and Applica...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2025
oldal
350
EAN
9780443364921
ISBN
0443364923
Enbook ID
47237991
Súly
450
Méretek
152 x 229

Teljes leírás

Reliable Non-Parametric Techniques for Energy System Operation and Control: Fundamentals and Applications of Constraint Learning and Safe Reinforcement Learning Methods offers a comprehensive guide to cutting-edge smart methods in energy system operation and control. This book begins by covering fundamentals, applications in deterministic and uncertain environments, accuracy in imbalanced datasets, and overcoming measurement limitations. It also delves into mathematical insights and computationally-efficient implementations. Part II addresses energy system control using safe reinforcement learning, exploring training-efficient intrinsic-motivated reinforcement learning, physical layer-based control, barrier function-based control, and CVaR-based control for systems without hard operation constraints. Designed for graduate students, researchers, and engineers, Reliable Non-Parametric Techniques for Energy System Operation and Control stands out for its practical approach to advanced methods in energy system control, enabling sustainable developments in real-world conditions.

  • Bridges the gap between theory and practice, providing essential insights for graduate students, researchers, and engineers
  • Includes visual elements, data and code, and case studies for easy understanding and implementation
  • Part of the Series Advances in Intelligent Energy Systems, bringing together the latest innovations in smart, sustainable energy

Érdekelheti

Azok a vásárlók, akik ezt a könyvet megvásárolták, a következőket is megvásárolták

Nashlantis

Chris Gantry
8 227 Ft
4 193 Ft