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|Title:||Detecting Spectral Changes in the Frequency Domain|
|Authors:||Fong, K.F. |
|Source:||Fong, K.F.,Loh, A.P. (2003). Detecting Spectral Changes in the Frequency Domain. Proceedings of the IEEE Conference on Decision and Control 2 : 1449-1454. ScholarBank@NUS Repository.|
|Abstract:||This paper considers the use of frequency response estimates for change detection. The class of faults considered affects the spectral properties of the system. Spectral changes are detected as deviations in the frequency response, through the choice of a suitable residual. Taking into consideration the statistical nature of a finite-time estimator, a χ 2 detector is then designed for the residual. The performance of the fixed sample size detector is compared with a conventional cusum algorithm, and found to be better. The DC motor is used as an implementation example to illustrate the performance and properties of the detector.|
|Source Title:||Proceedings of the IEEE Conference on Decision and Control|
|Appears in Collections:||Staff Publications|
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