Real-Time Fault Detection Approach for Nonlinear Systems and its   Asynchronous T-S Fuzzy Observer-Based Implementation

doi:10.1109/TCYB.2015.2513438

CORC > 北京大学 > 工学院

	Real-Time Fault Detection Approach for Nonlinear Systems and its Asynchronous T-S Fuzzy Observer-Based Implementation
	Li, Linlin ; Ding, Steven X. ; Qiu, Jianbin ; Yang, Ying
刊名	IEEE TRANSACTIONS ON CYBERNETICS
	2017
关键词	Fuzzy dynamic modeling technique nonlinear observer-based residual generator observer-based fault detection (FD) piecewise Lyapunov functions SINGULARLY PERTURBED SYSTEMS PIECEWISE LYAPUNOV FUNCTIONS POLE-PLACEMENT CONSTRAINTS NETWORKED CONTROL-SYSTEMS FEEDBACK CONTROL DESIGN STATIC-OUTPUT-FEEDBACK LMI APPROACH FILTER DESIGN STABILIZATION CONTROLLER
DOI	10.1109/TCYB.2015.2513438
英文摘要	This paper is concerned with a real-time observer-based fault detection (FD) approach for a general type of nonlinear systems in the presence of external disturbances. To this end, in the first part of this paper, we deal with the definition and the design condition for an L-infinity/L-2 type of nonlinear observer-based FD systems. This analytical framework is fundamental for the development of real-time nonlinear FD systems with the aid of some well-established techniques. In the second part, we address the integrated design of the L-infinity/L-2 observer-based FD systems by applying Takagi-Sugeno (T-S) fuzzy dynamic modeling technique as the solution tool. This fuzzy observer-based FD approach is developed via piecewise Lyapunov functions, and can be applied to the case that the premise variables of the FD system is nonsynchronous with the premise variables of the fuzzy model of the plant. In the end, a case study on the laboratory setup of three-tank system is given to show the efficiency of the proposed results.; National Natural Science Foundation of China [61473004, 61174052, 61210012, 61433001, 61522306]; Alexander von Humboldt Foundation of Germany; SCI(E); ARTICLE; 2; 283-294; 47
语种	英语
内容类型	期刊论文
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/475423]
专题	工学院
推荐引用方式 GB/T 7714	Li, Linlin,Ding, Steven X.,Qiu, Jianbin,et al. Real-Time Fault Detection Approach for Nonlinear Systems and its Asynchronous T-S Fuzzy Observer-Based Implementation[J]. IEEE TRANSACTIONS ON CYBERNETICS,2017.
APA	Li, Linlin,Ding, Steven X.,Qiu, Jianbin,&Yang, Ying.(2017).Real-Time Fault Detection Approach for Nonlinear Systems and its Asynchronous T-S Fuzzy Observer-Based Implementation.IEEE TRANSACTIONS ON CYBERNETICS.
MLA	Li, Linlin,et al."Real-Time Fault Detection Approach for Nonlinear Systems and its Asynchronous T-S Fuzzy Observer-Based Implementation".IEEE TRANSACTIONS ON CYBERNETICS (2017).