Title :
Reciprocating membrane pump´s fault diagnosis based on chaos and wavelet packets
Author :
Lichen, Shi ; Yuguang, Liu ; Zhishan, Duan
Author_Institution :
Mechanism & Electron Coll., Xi´´an Univ. of Archit. & Technol., Xi´´an, China
Abstract :
The paper studies the chaos characteristics of different situations in the reciprocating membrane pump´ s typical faults with wavelet packets technology. The relative growth rate of the largest Lyapunove exponent is put forward as a new parameter to identify the development of the wearing clearance and the fluctuation of the tank suction´ s pressure. The research shows different wearing places have different largest Lyapunov exponents. It is also found that the wearing faults´ characteristic frequency bands are high frequency ones, while the pressure´ s are low frequency ones. The results are useful to distinguish the pumps´ different faults. All these prove vibration monitoring is a new way for the pumps´ monitoring.
Keywords :
fault diagnosis; pumps; vibrations; wavelet transforms; Lyapunov exponent; chaos; pump fault diagnosis; reciprocating membrane pump; tank suction pressure; vibration monitoring; wavelet packets technology; Chaos; Fluctuations; Monitoring; Pumps; Vibrations; Wavelet analysis; Wavelet packets; chaos; fault diagnosis; the largest Lyapunov exponent; the relative growth rate; wavelet packets;
Conference_Titel :
Consumer Electronics, Communications and Networks (CECNet), 2011 International Conference on
Conference_Location :
XianNing
Print_ISBN :
978-1-61284-458-9
DOI :
10.1109/CECNET.2011.5768937