Control of cascading failures in coupled map lattices based on adaptive predictive pinning control

Zhe-jing BAO; Gang WU; Wen-jun YAN

doi:10.1631/jzus.C1000369

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Control of cascading failures in coupled map lattices based on adaptive predictive pinning control

计算机与自动化 | Updated：2022-08-31

- Control of cascading failures in coupled map lattices based on adaptive predictive pinning control
- Control of cascading failures in coupled map lattices based on adaptive predictive pinning control
- 信息与电子工程前沿（英文） 2011年12卷第10期页码：828-835
- Affiliations：
  
  School of Electrical Engineering, Zhejiang University, Hangzhou 310027, China
- Author bio：
  
  E-mail:zjbao@zju.edu.cn
- Funds：
- DOI：10.1631/jzus.C1000369
  中图分类号：
- 收稿：2010-10-21，
  
  修回：2011-07-29，
  
  录用：2011-01-28，
  
  纸质出版：2011-10
- Accepted：
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Control of cascading failures in coupled map lattices based on adaptive predictive pinning control[J]. 信息与电子工程前沿（英文）, 2011,12(10):828-835.

Zhe-jing BAO, Gang WU, Wen-jun YAN. Control of cascading failures in coupled map lattices based on adaptive predictive pinning control[J]. Frontiers of Information Technology & Electronic Engineering, 2011, 12(10): 828-835.
Control of cascading failures in coupled map lattices based on adaptive predictive pinning control[J]. 信息与电子工程前沿（英文）, 2011,12(10):828-835. DOI： 10.1631/jzus.C1000369.

Zhe-jing BAO, Gang WU, Wen-jun YAN. Control of cascading failures in coupled map lattices based on adaptive predictive pinning control[J]. Frontiers of Information Technology & Electronic Engineering, 2011, 12(10): 828-835. DOI： 10.1631/jzus.C1000369.

摘要

Abstract

An adaptive predictive pinning control is proposed to suppress the cascade in coupled map lattices (CMLs). Two monitoring strategies are applied: (1) A specific fraction of nodes with the highest degree or betweenness are chosen to constitute the set of monitored nodes; (2) During the cascade

an adaptive pinning control is implemented

in which only the nodes in the monitored set whose current state is normal but whose predictive state is abnormal

are pinned with the predictive controller. Simulations show that for the scale-free (SF) CML the degree-based monitoring strategy is advantageous over the betweenness based strategy

while for the small-world (SW) CML the situation is the opposite. With the adaptive predictive pinning control

the fewer local controllers can effectively suppress the cascade throughout the whole network.

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