Experimental study of hydraulic cylinder leakage and fault feature extraction based on wavelet packet analysis

Xiuxu Zhao; Shuanshuan Zhang; Chuanli Zhou; Zhemin Hu; Rui Li; Jihai Jiang

doi:10.1016/j.compfluid.2014.09.034

journal article Jan 01, 2015

Experimental study of hydraulic cylinder leakage and fault feature extraction based on wavelet packet analysis

Xiuxu Zhao Shuanshuan Zhang Chuanli Zhou

Zhemin Hu Rui Li

Jihai Jiang

Computers & Fluids Vol. 106 pp. 33-40 · Elsevier BV

View at Publisher Save 10.1016/j.compfluid.2014.09.034

Topics

No keywords indexed for this article. Browse by subject →

References

18

[1]

Wenzheng "The inner leakage fault diagnosis of the hydraulic cylinder based on the wavelet multi-scale edge detection" J Chin Hydraul Pneumat (2003)

[2]

Yang Lizhi. Research of hydraulic jack leakage diagnosis base on wavelet/AMEsim. Dissertation of Jilin University; 2007.

[3]

Tang "Leakage fault diagnosis of hydraulic chamber using wavelet energy feature" J Comput Eng Appl (2012)

[4]

Garimella Phanindra, Yao Bin. Model based fault detection of an electro-hydraulic cylinder. In: Proceedings of 2005 American Control Conference Press; 2005. p. 4841–488.

[5]

An L, Sepehri N. Hydraulic actuator leakage quantification Scheme using extended Kalman filter and sequential test method. In: Proceedings of 2006 American Control Conference; 2006. 10.1109/acc.2006.1657415

[6]

Werlefors Maria, Medvedev Alexander. Observer-based leakage detection in hydraulic systems with position and velocity feedback. In: Proceedings of 2006 American Control Conference; 2008. pp. 948–53. 10.1109/cca.2008.4629637

[7]

Sepasi "On-line fault diagnosis of hydraulic systems using unscented Kalman Filter" Int J Control, Automat, Syst (2010) 10.1007/s12555-010-0119-6

[8]

Goharrizi "A wavelet-based approach to internal seal damage diagnosis in hydraulic actuators" IEEE Trans Indus Electron (2010) 10.1109/tie.2009.2032198

[9]

General administration of quality supervision, inspection and quarantine, GB/T 15622-2005: hydraulic fluid power. Test method for the cylinders, 2005-07-11.

[10]

An L, Sepehri N. Leakage fault identification in a hydraulic positioning system using extended Kalman filter. In: Proceedings of the 2004 American Control Conference (AAC), June 30, 2004–July 2, 2004. Boston, MA, United states: Institute of Electrical and Electronics Engineers Inc; 2004. 10.23919/acc.2004.1384383

[11]

An Hydraulic actuator leakage fault detection using extended Kalman filter (2005)

[12]

Goharrizi A wavelet-based approach for diagnosis of internal leakage in hydraulic actuators using on-line measurements (2010)

[13]

Goharrizi A wavelet-based approach for online external leakage diagnosis and isolation from internal leakage in hydraulic actuators (2011)

[14]

Tang Internal leakage fault diagnosis of hydraulic cylinder using PCA and BP network (2011)

[15]

Tang H, Wu Y. Fault diagnosis of hydraulic system based on neural network. In: 3rd International conference on measuring technology and mechatronics automation, ICMTMA 2011, January 6, 2011–January 7, 2011. Shanghai, China: Trans Tech Publications; 2011.

[16]

Mark A. Introduction to Fourier analysis and wavelets. China Machine Press; 2003.

[17]

Yen "Wavelet packet feature extraction for vibration monitoring" IEEE Trans Indus Electron (2000) 10.1109/41.847906

[18]

Rosso "Wavelet entropy: a new tool for analysis of short duration brain electrical signals" J Neurosci Methods (2001) 10.1016/s0165-0270(00)00356-3

Cited By

73

A review of valve health diagnosis and assessment: Insights for intelligence maintenance of natural gas pipeline valves in China

Shijian Zhang, Min Luo · 2023

Engineering Failure Analysis

Energy features fusion based hydraulic cylinder seal wear and internal leakage fault diagnosis method

Zhiwei Qiu, Rui Min · 2022

Measurement

A hydraulic fault diagnosis method based on sliding-window spectrum feature and deep belief network

Xinqing Wang, Jie Huang · 2017

Journal of Vibroengineering

Metrics

73

Citations

18

References

Details

Published: Jan 01, 2015
Vol/Issue: 106
Pages: 33-40
License: View

Authors

Cite This Article

Xiuxu Zhao, Shuanshuan Zhang, Chuanli Zhou, et al. (2015). Experimental study of hydraulic cylinder leakage and fault feature extraction based on wavelet packet analysis. Computers & Fluids, 106, 33-40. https://doi.org/10.1016/j.compfluid.2014.09.034

Experimental study of hydraulic cylinder leakage and fault feature extraction based on wavelet packet analysis

You May Also Like