Decentralized Event-Triggered Adaptive Fuzzy Control for Nonlinear Switched Large-Scale Systems With Input Delay Via Command-Filtered Backstepping

被引:93
作者
Zhang, Jing [1 ]
Li, Shi [1 ]
Ahn, Choon Ki [2 ]
Xiang, Zhengrong [1 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Automat, Nanjing 210094, Peoples R China
[2] Korea Univ, Sch Elect Engn, Seoul 136701, South Korea
基金
中国国家自然科学基金; 新加坡国家研究基金会;
关键词
Delays; Switches; Control systems; Adaptive systems; Fuzzy logic; Backstepping; Large-scale systems; Adaptive fuzzy control; command filter; event-triggered control (ETC); large-scale systems (LSSs); switched nonlinear systems; DYNAMIC SURFACE CONTROL; FEEDBACK;
D O I
10.1109/TFUZZ.2021.3066297
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article presents a decentralized fuzzy adaptive event-triggered command-filtered control scheme for switched large-scale nonlinear systems with input delay. Fuzzy logic systems are employed to approximate uncertain nonlinearities and a novel observer is constructed to estimate unmeasured states. The "explosion of complexity" defect inherent in the backstepping approach is overcome by employing command filter technology. An auxiliary system is designed to compensate for the effect of input delay, and a novel event-triggered decentralized controller is derived based on the common Lyapunov function method. This article shows that the presented strategy guarantees that all closed-loop variables are semiglobally uniformly ultimately bounded. Finally, simulation results are shown to further confirm the presented strategy's validity.
引用
收藏
页码:2118 / 2123
页数:6
相关论文
共 33 条
[1]   Stability of predictor-based feedback for nonlinear systems with distributed input delay [J].
Bekiaris-Liberis, Nikolaos ;
Krstic, Miroslav .
AUTOMATICA, 2016, 70 :195-203
[2]   Observer-Based Event-Triggered Adaptive Decentralized Fuzzy Control for Nonlinear Large-Scale Systems [J].
Cao, Liang ;
Li, Hongyi ;
Wang, Ning ;
Zhou, Qi .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2019, 27 (06) :1201-1214
[3]   Adaptive Fuzzy Practical Fixed-Time Tracking Control of Nonlinear Systems [J].
Chen, Ming ;
Wang, Huanqing ;
Liu, Xiaoping .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2021, 29 (03) :664-673
[4]   Command Filtered Backstepping [J].
Farrell, Jay A. ;
Polycarpou, Marios ;
Sharma, Manu ;
Dong, Wenjie .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2009, 54 (06) :1391-1395
[5]   Adaptive Event-Triggered Fault Detection for Interval Type-2 T-S Fuzzy Systems With Sensor Saturation [J].
Guo, Xiang-Gui ;
Fan, Xiao ;
Ahn, Choon Ki .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2021, 29 (08) :2310-2321
[6]  
Hardy G., 1953, Inquealities, V37, P236
[7]   Global Fault-Tolerant Sampled-Data Control for Large-Scale Switched Time-Delay Nonlinear Systems [J].
He, Wenmin ;
Ahn, Choon Ki ;
Xiang, Zhengrong .
IEEE SYSTEMS JOURNAL, 2020, 14 (02) :1549-1557
[8]   Decentralized Adaptive Fuzzy Tracking Control for a Class of Nonlinear Uncertain Interconnected Systems With Multiple Faults and Denial-of-Service Attack [J].
Jiang, Xiaoyan ;
Mu, Xiaowu ;
Hu, Zenghui .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2021, 29 (10) :3130-3141
[9]   Time-Varying Input and State Delay Compensation for Uncertain Nonlinear Systems [J].
Kamalapurkar, Rushikesh ;
Fischer, Nicholas ;
Obuz, Serhat ;
Dixon, Warren E. .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2016, 61 (03) :834-839
[10]   Neural Networks-Based Adaptive Control for Nonlinear State Constrained Systems With Input Delay [J].
Li, Da-Peng ;
Liu, Yan-Jun ;
Tong, Shaocheng ;
Chen, C. L. Philip ;
Li, Dong-Juan .
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 49 (04) :1249-1258