Data-Driven-Based Event-Triggered Resilient Control for Cigarette Weight Control System Under Denial of Service Attacks and False Data Injection Attacks

被引:0
作者
Ye, Guoqian [1 ]
Shen, Lixiang [1 ]
Feng, Yi [1 ]
Fan, Lifeng [1 ]
Zhang, Chi [1 ]
Li, Yuliang [1 ]
机构
[1] China Tobacco Zhejiang Ind Co Ltd ZJTI, Zhejiang Hangzhou Cigarette Factory, Hangzhou 310024, Peoples R China
关键词
Weight control systems; DoS attacks; FDI attacks; model free adaptive control (MFAC); predictive algorithm; ADAPTIVE-CONTROL; FDI ATTACKS; MODEL;
D O I
10.1109/ACCESS.2024.3384413
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article proposes an event-triggered resilient control algorithm for cigarette weight control systems to defend against denial of service attacks (DoS) attacks and false data injection (FDI) attacks. First, the mathematical model of the system is derived by considering its physical and electromagnetic characteristics. Then, an attack detection mechanism is designed to identify potential FDI attacks. A predictive compensation algorithm is also developed to mitigate the influence of these attacks, incorporating an observer to estimate unknown compensation signals. Due to limited network resources, we employ an event-based model-free adaptive control (MFAC) framework, where data is transmitted only when specific conditions are violated. Throughout the entire control process, only the input and output data of the system are used. Finally, simulation comparisons are provided to demonstrate the effectiveness and superiority of our method.
引用
收藏
页码:53633 / 53645
页数:13
相关论文
共 48 条
[1]  
Abbasov A, 2019, EC SOC DEVELOP, P1, DOI [10.1109/TIE.2019.2944091, 10.1080/09715010.2019.1652705]
[2]   Robust model free adaptive control with measurement disturbance [J].
Bu, X. ;
Hou, Z. ;
Yu, F. ;
Wang, F. .
IET CONTROL THEORY AND APPLICATIONS, 2012, 6 (09) :1288-1296
[3]   Event-Triggered Data-Driven Load Frequency Control for Multiarea Power Systems [J].
Bu, Xuhui ;
Yu, Wei ;
Cui, Lizhi ;
Hou, Zhongsheng ;
Chen, Zongyao .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 18 (09) :5982-5991
[4]   A FDI Attack-Resilient Distributed Secondary Control Strategy for Islanded Microgrids [J].
Chen, Yulin ;
Qi, Donglian ;
Dong, Hangning ;
Li, Chaoyong ;
Li, Zhenming ;
Zhang, Jianliang .
IEEE TRANSACTIONS ON SMART GRID, 2021, 12 (03) :1929-1938
[5]   Event-Triggered Disturbance Rejection Control of Discrete Systems [J].
Cheng, Peng ;
Yin, Yanyan ;
Liu, Yanqing ;
Wang, Song ;
Pan, Feng .
IEEE ACCESS, 2020, 8 :77934-77939
[6]  
Cheng X., 2020, J. Phys., Conf. Ser., V1682
[7]   Event-Triggered Control Systems Under Denial-of-Service Attacks [J].
Dolk, V. S. ;
Tesi, P. ;
De Persis, C. ;
Heemels, W. P. M. H. .
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2017, 4 (01) :93-105
[8]   Distributed Attack Detection and Secure Estimation of Networked Cyber-Physical Systems Against False Data Injection Attacks and Jamming Attacks [J].
Guan, Yanpeng ;
Ge, Xiaohua .
IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS, 2018, 4 (01) :48-59
[9]   Resilient predictive control strategy of cyber-physical systems against FDI attack [J].
He, Ning ;
Ma, Kai ;
Li, Huiping .
IET CONTROL THEORY AND APPLICATIONS, 2022, 16 (11) :1098-1109
[10]  
Henshaw M., 2018, Transportation Cyber-Physical Systems, P247