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Control And Optimization Methods For Complex System Resilience eBook

de Chao Zhai
idioma: inglês
Editor: Springer Nature Singapore, junho de 2023 ‧
172,24€
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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.

Control And Optimization Methods For Complex System Resilience

de Chao Zhai

Propriedade Descrição
ISBN: 9789819930531
Editor: Springer Nature Singapore
Data de Lançamento: junho de 2023
Idioma: Inglês
Tipo de produto: eBook
Formato e Compatibilidade:
Coleção: Studies In Systems, Decision And Control
Classificação Temática: eBooks em Inglês > Informática > Sistemas Operativos e Redes
EAN: 9789819930531
Acessibilidade: Ver características de acessibilidade indicadas pelo editor