A Fault diagnosis method under varying rotate speed conditions based on auxiliary particle filter

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 8228 LNCS, Issue PART 3, 2013, Pages 425-432

  Pan, Hongxia ^a   Yuan, Jumei ^a  

^a NORTH UNIVERSITY OF CHINA   (China)

Author keywords

Auxiliary particle filter; Fault diagnosis; Gearbox; Varying rotate speed; Vibration signal

Indexed keywords

AUXILIARY PARTICLE FILTER; FAULT DIAGNOSIS METHOD; GEARBOX; GEARBOX VIBRATION SIGNAL; RESIDUAL SIGNALS; ROTATE SPEED; STATE INDICATORS; VIBRATION SIGNAL;

DATA PROCESSING; FAILURE ANALYSIS; FAULT DETECTION; MONTE CARLO METHODS; SIGNAL PROCESSING;

SPEED;

EID: 84893429687     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-42051-1_53     Document Type: Conference Paper

References (8)

1. Lin, J., Qu, L.: Feature Extraction Based on Morlet Wavelet and Its Application for Mechanical Fault Diagnosis. J. Sound Vib. 234, 135-148 (2000)
2. Biswas, M., Pandey, A.K., Bluni, S.A., Samman, M.M.: Modified Chain-code Computer Vision Techniques for Interrogation of Vibration Signatures for Structural Fault Detection. J. Sound Vib. 175, 89-104 (1994)
3. Shibata, K., Takahashi, A., Shirai, T.: Fault Diagnosis of Rotating Machinery through Visualization of Sound Signals. Mech. Syst. Signal Proc. 14, 229-241 (2000)
4. Chen, Y.D., Du, R., Qu, L.S.: Fault Features of Large Rotating Machinery and Diagnosis Using Sensor Fusion. J. Sound Vib. 188, 227-242 (1995)
5. Gelle, G., Colas, M., Serviere, C.: Blind Source Separation: A Tool for Rotating Machine Monitoring by Vibration Analysis. J. Sound Vib. 248, 865-885 (2001)
6. Wu, J.D., Bai, M.R., Su, F.C.: An Expert System for the Diagnosis of Faults in Rotating Machinery Using Adaptive Order-tracking Algorithm. Expert Systems with Applications 36, 5424-5431 (2009)
7. Gerasimos, G.R.: Particle and Kalman Filtering for State Estimation and Control of DC Motors. ISA Transactions 48, 62-72 (2009)
8. Pitt, M.K., Phard, N.S.: Filtering via Simulation: Auxiliary Particle Filters. Journal of the Americal Statistical Association 94(2), 590-599 (1999)