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.
General
| Imprint: |
Springer Verlag, Singapore
|
| Country of origin: |
Singapore |
| Series: |
Studies in Systems, Decision and Control, 478 |
| Release date: |
June 2023 |
| First published: |
2023 |
| Authors: |
Chao Zhai
|
| Dimensions: |
235 x 155mm (L x W) |
| Pages: |
206 |
| Edition: |
1st ed. 2023 |
| ISBN-13: |
978-981-9930-52-4 |
| Categories: |
Books
|
| LSN: |
981-9930-52-9 |
| Barcode: |
9789819930524 |
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