Adaptive cyber-physical system attack detection and reconstruction with application to power systems

被引:190
作者
Ao, Wei [1 ,2 ]
Song, Yongdong [1 ]
Wen, Changyun [3 ]
机构
[1] Chongqing Univ, Sch Automat, Chongqing 40044, Peoples R China
[2] Chongqing Commun Coll, Dept Commuicat Management, Chongqing 40035, Peoples R China
[3] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
基金
中国国家自然科学基金;
关键词
cyber-physical systems; power system security; linear systems; observers; power system parameter estimation; power engineering computing; adaptive cyber-physical system attack detection; power system; cyber attack reconstruction; automatic recovery; linear system theory; sensor attack; adaptive sliding mode observer; line parameter estimation; residual signal; IEEE 39 bus power system; SLIDING MODE OBSERVERS;
D O I
10.1049/iet-cta.2015.1147
中图分类号
TP [自动化技术、计算机技术];
学科分类号
080201 [机械制造及其自动化];
摘要
Timely and automatic detection and reconstruction of cyber attack is crucial in maintaining safe operation of cyber-physical systems. This study investigates the problem of unexpected cyber attack and its automatic recovery. First, detectability of attacks based on linear system theory is explored and some sufficient conditions of detecting state attacks and sensor attacks, respectively, are established. Subsequently two adaptive sliding mode observers with on line parameter estimation are designed to estimate state attacks and sensor attacks separately. Second, appropriate residual signals are constructed and it is shown that they approach to the attacks with ultimately uniformly bounded errors. Finally, as an illustration of attack detection and reconstruction, the results are applied to an IEEE 39 bus power system with 10 generators and 39 buses, which shows the effectiveness of the proposed adaptive schemes.
引用
收藏
页码:1458 / 1468
页数:11
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