Peng, Tao; Ding, Steven X.; Gui, Wei-Hua; Chen, J.:
A Parity Space Approach to Fault Detection for Networked Control System via Optimal Measurement Selection
In: Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference : (15 - 18 December 2009) / Institute of Electrical and Electronics Engineers (Hrsg.). - CDC/CCC 2009 ; 15 - 18 Dec. 2009, Shanghai, China - Piscataway, NJ: IEEE, 2009, S. 6994 - 6999
2009Buchaufsatz/Kapitel in TagungsbandClosed access
TechnikFakultät für Ingenieurwissenschaften » Elektrotechnik und Informationstechnik » Automatisierungstechnik und komplexe Systeme
Titel:
A Parity Space Approach to Fault Detection for Networked Control System via Optimal Measurement Selection
Autor*in:
Peng, Tao;Ding, Steven X.UDE
GND
134302427
LSF ID
2347
ORCID
0000-0002-5149-5918ORCID iD
Sonstiges
der Hochschule zugeordnete*r Autor*in
;
Gui, Wei-Hua;Chen, J.
Open Access?:
Closed access

Abstract:

A parity space approach to fault detection by an optimal measurement selection is proposed for networked control systems (NCS). A distributed process, decomposed into p sub-processes with different sampling times, is modeled as a linear time-invariant discrete-time system by means of the lifting technique. In order to reduce the network load and data transmission cost, an optimal scheme, which manages and schedules the data transmission through the networks from the local subsystems to the central fault detection system, is developed. This scheme ensures that a minimum communication load or measurement cost for the data transmission of NCS can be achieved, while the fault detection performance is optimum simultaneously.