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Process monitoring in manufacturing field such as chemistry and pharmacy is valuable to reduce the risk of the accidents and to improve the efficiency of the process. Due to the increased size and complicated technology of the modern plants, computer-aided process monitoring has been introduced. Nevertheless, the existing methods for computer-aided process monitoring such as Multivariate Statistical...
In view of the complexity of aero-engine system, there are massive correlated parameters, a novel method for aeroengine fault diagnosis based on independent component analysis (ICA) is proposed in this paper. ICA is already widely applied in many domains, but the aeroengine fault diagnosis domain hasn't involved. ICA is used to detect fault by calculating I2 statistics, and SVM models are constructed...
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