Title :
A new fast rate fault detection approach for multirate sampled-data systems
Author :
Qiu, Aibing ; Wen, Chenglin ; Jiang, Bin
Author_Institution :
Coll. of Autom. Eng., NUAA, Nanjing
Abstract :
An observer-based fault detection direct design method for multirate sampled-data systems (MSD) is investigated in this paper. Firstly, by use of the discrete lifting technique, the MSD fault detection problem is transformed into an equivalent slow rate pure discrete time problem based on the Hinfin optimal direct design method of single rate sampled-data systems. An Hinfin performance index is then optimized to make the obtained residuals sensitive to the faults and robust to the unknown inputs. An extend QR decomposition algorithm is put forward to ensure the residual generator satisfying the causality constraints. Finally the residual is inverse lifted to implement fast rate fault detection. Simulation results of a numerical example are provided to illustrate the efficiency of the proposed approach.
Keywords :
Hinfin control; Hinfin optimisation; discrete time systems; fault location; observers; sampled data systems; Hinfin optimal direct design method; Hinfin performance index optimisation; QR decomposition algorithm; discrete lifting technique; equivalent slow rate pure discrete time problem; fast rate fault detection approach; multirate sampled-data system; residual generator; Automatic control; Control systems; Design automation; Design engineering; Design methodology; Educational institutions; Fault detection; Filters; Performance analysis; Robustness; causality constraint; extend QR decomposition; fault detection; multirate sampled-data; observer;
Conference_Titel :
Communication Technology, 2008. ICCT 2008. 11th IEEE International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4244-2250-0
Electronic_ISBN :
978-1-4244-2251-7
DOI :
10.1109/ICCT.2008.4716094