Title :
A robust instantaneous frequency estimation of rotating machinery
Author :
Zhao Xiaoping ; Zhao Xiuli ; Zheng Yuhui ; Xie Shengdong
Author_Institution :
Jiangsu Eng. Center of Network Monitoring, Nanjing Univ. of Inf. Sci. & Technol., Nanjing, China
Abstract :
The problem of estimating and tracking the fundamental frequency of a periodic signal is formulated in short Fourier transform and viterbi algorithm (STFT_VA) is proposed. An improvement to peak search is proposed, which can avoid strong non-order components or noises disturbing to the peak search work. Compare with traditional methods of order tracking instantaneous frequency estimation (IFE) based on order tracking is simplified in application an only software depended. The method is tested on a multichannel vibration measurement from the rotating machinery .From the measurements the running speed of the engine is successfully estimated during the run-up/down experiment.
Keywords :
Fourier transforms; engines; maximum likelihood estimation; mechanical engineering computing; signal processing; turbomachinery; vibration measurement; vibrations; IFE; Viterbi algorithm; engine; multichannel vibration measurement; periodic signal; robust instantaneous frequency estimation; rotating machinery; short Fourier transform; vibration signal; Educational institutions; Frequency estimation; Signal processing algorithms; Spectrogram; Time frequency analysis; Vibrations; Viterbi algorithm; IFE; Rotating machinery; STFT_VA; Viterbi algorithm;
Conference_Titel :
Mechatronic Science, Electric Engineering and Computer (MEC), 2011 International Conference on
Conference_Location :
Jilin
Print_ISBN :
978-1-61284-719-1
DOI :
10.1109/MEC.2011.6025863