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- W3136373871 abstract "Transient impulsive signal is usually related with the bearing or gear local defect. It is very difficult to extract those multi-transient features due to the non-stationary of the corresponding vibration signals of rotating machinery. Time-frequency analysis is a suitable tool for analyzing non-stationary signals. A multiple transient extracting transform has been proposed in this work, which can not only effectively detect the multiple transient information in the signal, but also achieve a more concentrated time-frequency representation. The results of numerical simulation show the effectiveness of this proposed method. The proposed multi-transient extracting transform can better locate the transient features and has a lower time-consuming and better noise robustness, compared with the traditional time-frequency analysis methods. Finally, multi-transient extraction algorithm is utilized to analyze practical bearing vibration signals. It has been well demonstrated that the proposed method is more effective than other advanced time-frequency methods in the field of transient feature extraction." @default.
- W3136373871 created "2021-03-29" @default.
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- W3136373871 date "2021-01-01" @default.
- W3136373871 modified "2023-10-13" @default.
- W3136373871 title "Multiple Transient Extraction Algorithm and Its Application in Bearing Fault Diagnosis" @default.
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- W3136373871 doi "https://doi.org/10.1109/access.2021.3065825" @default.
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