Title :
Study on Imbalance Vibration Signal Separation of Motor Spindle Based on EMD Method
Author :
Zhang Shihai ; Wu Liangsheng ; Teng Xianbin ; Qu Chongnian ; Zhou Dashuai
Author_Institution :
Beijing Univ. of Technol., Beijing, China
Abstract :
It is the hypothesis of imbalance vibration monitoring and dynamic balance to separate the imbalance vibration signal accurately. The compositive method of accurate imbalance vibration signal separation was given based on some methods, such as signal forecasting and extension of time series model, EMD and correlation analysis etc. The principle and procedure of the method were introduced in detail based on radial vibration signal analysis of the motor spindle. In order to test the validity of the method, further unbalance experimentation and signal separation were carried out.
Keywords :
machine tool spindles; source separation; time series; vibrations; EMD method; correlation analysis; dynamic balance; empirical mode decomposition; imbalance vibration monitoring; imbalance vibration signal separation; motor spindle; radial vibration signal analysis; signal forecasting; time series model; EMD; Imbalance Vibration; Motor Spindle; Signal Separation;
Conference_Titel :
Digital Manufacturing and Automation (ICDMA), 2010 International Conference on
Conference_Location :
ChangSha
Print_ISBN :
978-0-7695-4286-7
DOI :
10.1109/ICDMA.2010.272