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• W565237308 abstract "AbstractVibration signals generated by complex rotor system were usually with dispersed frequency distribution, strong non-stationarity, and complex components. So it is very difficult to extract the early fault information from the vibration signals using traditional signal processing methods such as wavelet decomposition. This paper presents a fault information extraction approach based on combined EMD-ICA and Hilbert envelope demodulation according to the crack fault problems of gear hubs which occurred times in reducers of a type of turboprop engines. With this approach, vibration signals acquired under both normal and fault gear hub conditions were comparatively analyzed. The result shows that with this method we can effectively get the information of modulated signals which can clearly indicate the fault status.KeywordsRotor systemEarly faultEMDIndependent component analysisDemodulation analysis" @default.
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• W565237308 date "2014-01-01" @default.
• W565237308 modified "2023-09-27" @default.
• W565237308 title "Application of EMD-ICA and Demodulation to Early Failure Diagnosis of Rotor Systems" @default.
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• W565237308 doi "https://doi.org/10.1007/978-3-642-54236-7_41" @default.
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