Neural network-based helicopter gearbox health monitoring system

Neural Networks for Signal Processing III - Proceedings of the 1993 IEEE Workshop, NNSP 1993

Volumn , Issue , 1993, Pages 431-440

  Kazlas, P T ^a   Monsen, P T ^a   Leblanc, M J ^a  

^a CHARLES STARK DRAPER LABORATORY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER AIDED DIAGNOSIS; DISCRETE FOURIER TRANSFORMS; GEARS; MONITORING; NEURAL NETWORKS; SIGNAL PROCESSING;

ANALOG IMPLEMENTATION; FAULT CHARACTERIZATION; HEALTH MONITORING SYSTEM; HELICOPTER GEARBOXES; HYBRID APPROACH; NEURAL CLASSIFIERS; NEURAL HARDWARE; SOFTWARE SIMULATION;

FAULT DETECTION;

EID: 84962715980     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NNSP.1993.471845     Document Type: Conference Paper

References (7)

1. Mertaugh, Lawrence J., "U.S. Navy Vibration Analysis Evaluation Program for Helicopter Gearboxes, " Proceedings of the National Specialists' Meeting, Bridgeport, CT, p. rV-1, 1988.
2. Kuczewski, R. M. & Eames, D. R., "Helicopter Fault Detection and Classification with Neural Networks, " IJCNN, 1992, pp. 11-947-956.
3. Dellomo, M., "Helicopter Gearbox Fault Detection: A Neural Network Based Approach, " MITRE, Code 535.
4. T. Daud, T. Brown, M. Tran and A. Thakoor-JPL ; M. Dzwonczyk, M. Busa, M, LeBlanc and T. Sims-CSDL, "VLSI Implemented Building Block Neural Network Chips for Classification/Detection Applications, " Neuro Nimes 92-Neural Networks and Their Applications, November 1992.
5. M, Dzwonczyk et al., "An Integrated Neurocomputing Architecture for Side-Scan Sonar Target Detection, " presented at IEEE Conference on Neural Networks for Ocean Engineering, August, 1991.
6. M. Hollins, "The Effects of Vibration Sensor Location in Detecting Gear and Bearing Defects, " Report for Naval Air Test Center, Code RW82B, Patuxent, MD.
7. A.D. Culhane, M.C. Peckerar, C.R.K. Marrian, "A Neural Net Approach to Discrete Hartley and Fourier Transforms, " IEEE Transactions on Circuits and Systems, Vol. 36, No. 5, pp. 695-703, 1989.