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- W2345668847 abstract "In this paper, we deal with a problem of local damage detection in bearings in the presence of a high-energy impulsive noise. Such a problem was identified during diagnostics of bearings in raw materials crusher. Unfortunately, classical approaches cannot be applied due to the impulsive character of the noise. In this paper we propose, a procedure that cancels out impulsive noise rather than extracts signal of interest. The methodology is based on the regime switching model with two regimes: first corresponding to high-energy noncyclic impulses and second to the rest of the signal. We apply the proposed technique to a simulated signal as well as to the real one. Effectiveness of the method is presented graphically using time series, time-frequency spectrogram, and classical envelope analysis. The obtained results indicate efficiency of the method in impulsive noise cancellation and improve the ability to detect a damage." @default.
- W2345668847 created "2016-06-24" @default.
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- W2345668847 date "2016-09-01" @default.
- W2345668847 modified "2023-10-14" @default.
- W2345668847 title "Impulsive Noise Cancellation Method for Copper Ore Crusher Vibration Signals Enhancement" @default.
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- W2345668847 doi "https://doi.org/10.1109/tie.2016.2564342" @default.
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