Abstract
This paper addresses the problem of fault detection filter design for networked control systems (NCS) subject to limited communication capacity and a class of sensor stuck faults. Considering the communication limitations (e.g., measurement quantization, signal transmission delays, and data packet dropouts) and all possible sensor stuck faults, a unified mathematical model is first presented. Based on this framework, a full-order fault detection filter is designed such that the residual system is asymptotically stable with the prescribed attenuation level in the generalized H∞ sense. In order to further improve the detection performance, an optimization algorithm is proposed to minimize the threshold. Finally, a spring-mass-damper system is utilized to show the effectiveness of the proposed method.
Original language | English |
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Title of host publication | Proceedings of the 31st Chinese Control Conference (CCC), July 25-27, 2012, Hefei, China |
Publisher | IEEE |
Pages | 2765-2770 |
Number of pages | 6 |
ISBN (Print) | 9789881563811 |
Publication status | Published - 2012 |
Event | Chinese Control Conference - Duration: 25 Jul 2012 → … |
Conference
Conference | Chinese Control Conference |
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Period | 25/07/12 → … |
Keywords
- communication capacity
- fault detection
- networked control systems