The results show that the method can accurately identify faults and has a lower false alarm rate than the traditional principal component analysis (PCA) method.
Nov 20, 2023 · Process fault detection of cement calcination system based on median filtered DPCA ; 3% ∼5% higher than that of the kiln head. The raw cement ; x1 ...
A dynamic principal component analysis process monitoring method with improved median filtering is proposed. Using this method for fault detection on the ...
Gang Liu's 4 research works with 25 citations, including: Process fault detection of cement calcination system based on median filtered DPCA.
Sep 1, 2017 · Process fault detection of cement calcination system based on median filtered DPCA · Abnormal condition monitoring method of cement pre- ...
Process fault detection of cement calcination system based on median filtered DPCA ... based on wavelets for fault detection applied on the three tank system.
Process Fault Detection of Cement Calcination System Based on Median Filtered DPCA ... Fault Diagnosis Method for Flight Control System with Small Samples Based ...
It enhances the DPCA based fault detection method by means of the adaptive thresholds and the FLF that ensures robustness to noise and outliers. This method ...
Process fault detection of cement calcination system based on median filtered DPCA. ... cement calcination process. Appl. Soft Comput. 129: 109520 (2022).
