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Traditional fault detection approaches for aeroengines based on PCA cannot effectively detect faults when the data does not follow the normal distribution. Meanwhile, there are few effective methods for the elimination of outliers during the modeling thus the model precision cannot be guaranteed. Aiming at a solution of the problems above, a new fault detection approach for aero-engines based on PCA...
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