The use of simulation models to generate data corresponding to faults in machines

Proceedings of 2009 8th International Conference on Reliability, Maintainability and Safety, ICRMS 2009

Volumn , Issue , 2009, Pages 934-939

  Randall, R B ^a  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

Author keywords

Fault simulation; Machine diagnostics; Machine prognostics; Signal processing; Vibration analysis

Indexed keywords

ARTIFICIAL NEURAL NETWORK; DIAGNOSTIC ALGORITHMS; DIFFERENT SIZES; FAULT RECOGNITION; FAULT SIMULATION; MACHINE DIAGNOSTICS; MACHINE PROGNOSTICS; SIMULATION MODEL;

COMPUTER SIMULATION; MAINTAINABILITY; NEURAL NETWORKS; SIGNAL PROCESSING;

VIBRATION ANALYSIS;

EID: 77955974534     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICRMS.2009.5269971     Document Type: Conference Paper

References (8)

1. H. Endo, A study of gear faults by simulation, and the development of differential diagnostic techniques, PhD dissertation, UNSW, 2005.
2. I. Howard, X. Jia, "The dynamic modeling of a spur gear in mesh, including friction and a crack," Mech. Systems and Signal Processing, 2001, Vol.15, No.5, pp.831-853.
3. W. Bartelmus, "Mathematical modeling and computer simulations as an aid to gearbox diagnostics," Mech. Systems and Signal Processing, 2001, Vol.15, No.5, pp.855-871.
4. H. Endo, R.B. Randall and C. Gosselin, "Differential Diagnosis of Spalls vs Cracks in the Gear Tooth Fillet Region," J. Failure Analysis and Prevention, 2009, Vol.4, No.9, pp.57-65.
5. H. Endo, R.B. Randall and C. Gosselin, "Differential diagnosis of spall vs. cracks in the gear tooth fillet region: Experimental validation," Mech. Systems and Signal Processing, 2004, Vol.23, No.3, pp.636-651.
6. W.D. Mark and C.P. Reagor, "Static-transmission-error vibratory-excitation contributions from plastically deformed gear teeth caused by tooth bending-fatigue damage," Mech. Systems and Signal Processing, 2007, Vol.21, No.2, pp.885-905.
7. R.B. Randall, Diagnostics of IC Engines from Torsional Vibration Measurements, CMVA Annual Conference, Edmonton, Canada, August, 2001.
8. M. Desbazeille, R.B. Randall, F. Guillet, M. El Badaoui and C. Hoisnard, "Fault detection and localization of a large diesel engine by analysing the instantaneous crankshaft angular speed," CM-MFPT conference, Dublin, 2009.