Comparison of hydraulic pump faults diagnosis methods: Wavelet vs. Spectral analyses

American Society of Mechanical Engineers, The Fluid Power and Systems Technology Division, FPST

Volumn 12 FPST, Issue , 2005, Pages 73-78

  Gao, Yingjie ^a   Zhang, Qin ^b   Kong, Xiangdong ^a  

^a YANSHAN UNIVERSITY   (China)

^b UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

Fault detection; FFT spectrum analysis; Hydraulic pump; Multi resolution analysis (MRA); Wavelet transform

Indexed keywords

FAULT DETECTION; FFT SPECTRUM ANALYSIS; HYDRAULIC PUMP; MULTI-RESOLUTION ANALYSIS (MRA);

DATA ACQUISITION; DEFECTS; ERROR ANALYSIS; PUMPS; SPECTRUM ANALYSIS; WAVELET TRANSFORMS;

HYDRAULIC MACHINERY;

EID: 33645997732     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1115/IMECE2005-81711     Document Type: Conference Paper

References (13)

1. Fey, C. G., Totten, G. E., and Sun, Y. H., 1999, "Analysis of common failure modes of axial piston pumps," ASTM Special Technical Publication, 1339, pp.299-317.
2. Jardine, A. K. S., Banjevic, D., Wiseman, M., Buck, S., and Joseph, T., 2001, "Optimizing a Mine Haul Truck Wheel Motors' Condition Monitoring Program: Use of Proportional Hazards Modeling," Journal of Quality Maintenance Engineering, 7, pp.286-301.
3. Treuhaft, M. B.; Eberle, D. C.; Timmons, S. A., and Wendel, G. R., 2003, "Wear Measurement of a Large Hydraulic Fluid Power Pump Using Radioactive Tracer Wear Technology," ASME- The Fluid Power and Systems Technology Division, Vol. 10, pp.55-64.
4. Hancock, K. M., and Zhang, Q., 2005, "Maintenance and Fault Diagnosis Tools For Hydraulic Pumps," Proceedings of the 50th National Conference on Fluid Power, Las Vegas, Nevada, March 16-18, pp.361-369.
5. Wolfram, A., Fussel, D., Brune, T., and Isermann, R., 2001, "Component-Based Multi-Model Approach For Fault Detection And Diagnosis Of A Centrifugal Pump," Proceedings of The American Control Conference, Arlington, June 25-27, pp.4443-4448.
6. Kaliafetis, P., and Costopoulos, Th., 1995, "Modeling and Simulation of an Axial Piston Variable Displacement Pump with Pressure Control," Mechanism and Machine Theory, 30, pp.599-612.
7. Manring, N., and Johnson, R., 1996, "Modeling and Designing a Variable-Displacement Open-Loop Pump," Journal of Dynamic Systems Measurement And Control-Transactions of the ASME, 118, pp.267-271.
8. Karkoub, M., Gad, O., and Rabie,M., 1999, "Predicting axial piston pump performance using neural networks," Mechanism and Machine Theory, 34, pp.1211-1226.
9. Gerlter, J., Costin, M., Fang, X., Kowalczuk, Z., Kunwer, M., and Monajemy, R., 1995, "Model-based Diagnosis for Automotive Engines Algorithm Development and Testing on a Production Vehicle," IEEE Transactions on Control System Technology, 3, pp.61-68.
10. Zhou, R., Lin, T., Han, J., and Yan D., 2002, "Fault Diagnosis OF Airplane Hydraulic Pump," Proceedings of the 4th World Congress on Intelligent Control and Automation, June 10-14, Shanghai, China, pp.3150-3152.
11. The Mathworks, 2005, "Wavelet Toolbox User's Guide," The Mathworks Inc., Natick, Massachusetts, USA, pp. 1-9.
12. Daubechies I., 1992, "Ten Lectures on Wavelets," Capital City Press, Montpelier, Vermont, USA, pp. 130-146.
13. Rioul, O., and Duhamel, P., 1992, "Fast Algorithms for Discrete and Continuous Wavelet transform," IEEE Transactions on Information Theory, 38, pp.569-586.