Name: Control and Optimization Methods for Complex System Resilience (en Inglés)
Price: 140.43 USD
Availability: InStock
Author: Zhai, Chao
ISBN: 9789819930524

portada Control and Optimization Methods for Complex System Resilience (en Inglés)

Control and Optimization Methods for Complex System Resilience (en Inglés)

Formato

Libro Físico

Autor

Chao Zhai

Editorial

Springer

Idioma

Inglés

N° páginas

206

Encuadernación

Tapa Dura

Dimensiones

23.4 x 15.6 x 1.4 cm

Peso

0.50 kg.

ISBN13

9789819930524

Categorías

Ingeniería eléctrica
Ingeniería de control automático

Control and Optimization Methods for Complex System Resilience (en Inglés)

Chao Zhai (Autor) · Springer · Tapa Dura

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Reseña del libro "Control and Optimization Methods for Complex System Resilience (en Inglés)"

This book provides a systematic framework to enhance the ability of complex dynamical systems in risk identification, security assessment, system protection, and recovery with the assistance of advanced control and optimization technologies. By treating external disturbances as control inputs, optimal control approach is employed to identify disruptive disturbances, and online security assessment is conducted with Gaussian process and converse Lyapunov function. Model predictive approach and distributed optimization strategy are adopted to protect the complex system against critical contingencies. Moreover, the reinforcement learning method ensures the efficient restoration of complex systems from severe disruptions. This book is meant to be read and studied by researchers and graduates. It offers unique insights and practical methodology into designing and analyzing complex dynamical systems for resilience elevation.