Title :
Fault characteristics analysis for rotor systems with misalignment based on Wavelet Packet Decomposition and frequency-band energy ratio analysis
Author :
Zhang Shuai ; Qu Yanhuai ; Han Qingkai
Author_Institution :
Sch. of Inf. & Electron. Eng., Shandong Inst. of Bus. & Technol., Yantai, China
Abstract :
In this paper, combining with model experiment, fault characteristics of single-span and dual-disc rotor system with bearing misalignment are investigated by the combination of Wavelet Packet Decomposition (WDP) and frequency-band energy ratio analysis method. Firstly, resampling is applied to ensure the accurate and efficient decomposition of signal frequency-band. And then with the mother wavelet function ´db44´, the displacement signals were decomposed into 4 levels. Moreover, through a comparison with the time-domain waveforms and amplitude spectrums of decomposed signals in different decomposing levels, the effects of different misalignments to system vibration are shown. And corresponding frequency-band energy ratio values can have an excellent corresponding relationship with the misalignment degree and actual speed which can be applied to fault feature extraction to implement effective diagnosis of misalignment fault.
Keywords :
condition monitoring; fault diagnosis; feature extraction; machine bearings; mechanical engineering computing; rotors; signal processing; time-domain analysis; vibrations; wavelet transforms; WDP; amplitude spectrums; bearing misalignment; db44 wavelet function; displacement signals; dual-disc rotor system; fault characteristic analysis; fault feature extraction; frequency-band energy ratio analysis; misalignment fault diagnosis; rotor systems; signal frequency band decomposition; single-span rotor system; system vibration; time-domain waveforms; wavelet packet decomposition; Feature extraction; Rotors; Time frequency analysis; Vibrations; Wavelet analysis; Wavelet packets; Bearing Misalignment; Fault Characteristics; Frequency-band Energy Ratio Analysis; Model Experiment; Single-span and Dual-disc Rotor System; Wavelet Packet Decomposition;
Conference_Titel :
Control Conference (CCC), 2011 30th Chinese
Conference_Location :
Yantai
Print_ISBN :
978-1-4577-0677-6
Electronic_ISBN :
1934-1768