書目名稱 | Control and Optimization Methods for Complex System Resilience |
編輯 | Chao Zhai |
視頻video | http://file.papertrans.cn/238/237337/237337.mp4 |
概述 | Presents a scientific methodology for systematic resilience improvement of complex systems.Identifies effective approaches for risk identification, security assessment, system protection, and recovery |
叢書名稱 | Studies in Systems, Decision and Control |
圖書封面 |  |
描述 | .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.. |
出版日期 | Book 2023 |
關(guān)鍵詞 | Complex Systems; Cooperative Control; System Recovery; Security Assessment; Power System; System Protecti |
版次 | 1 |
doi | https://doi.org/10.1007/978-981-99-3053-1 |
isbn_softcover | 978-981-99-3055-5 |
isbn_ebook | 978-981-99-3053-1Series ISSN 2198-4182 Series E-ISSN 2198-4190 |
issn_series | 2198-4182 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |