Title :
Study on pressure fluctuation signal of pump based on empirical mode decomposition
Author :
Pan, Hong ; Zheng, Yuan ; Xue, Chao
Author_Institution :
Coll. of Energy & Electr. Eng., Hohai Univ., Nanjing, China
Abstract :
The time varying characteristic of pressure fluctuation was analyzed with the physical model test of a new pumping station in South-to-North water diversion. In order to study the non-stationary property of pressure fluctuation signal, the empirical mode decomposition (EMD) method was used to perform time and frequency analysis. And the correlation Coefficients of intrinsic mode function were calculated to identify the frequency components and their time variation with the operation conditions. The analysis results showed that EMD method can improve the resolution of time frequency analysis and extract main vibration components from vibration signal more clearly.
Keywords :
correlation methods; frequency-domain analysis; pumped-storage power stations; pumping plants; time-domain analysis; vibrations; EMD method; South-to-North water diversion; empirical mode decomposition; frequency-domain analysis; intrinsic mode function correlation coefficients; physical model test; pump pressure fluctuation signal; pumping station; time varying characteristic; time-domain analysis; vibration component extraction; vibration signal; Correlation; Educational institutions; Fluctuations; Time frequency analysis; Vibrations; Water; Water conservation; autocorrelation; empirical mode decomposition; pressure fluctuation;
Conference_Titel :
Electrical and Control Engineering (ICECE), 2011 International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4244-8162-0
DOI :
10.1109/ICECENG.2011.6058164