Gearbox fault detection using neural networks technology

Proceedings of the ASME Design Engineering Technical Conference

Volumn 7A-1999, Issue , 1999, Pages 1297-1301

  Qiao, Sun ^a   Xiaolei, Li ^b   Baoyun, Xu ^b  

^a The University of Alabama   (United States)

^b BEIJING INSTITUTE OF TECHNOLOGY   (China)

Author keywords

Fault Detection; Gearbox; Neural Networks

Indexed keywords

BACKPROPAGATION; FAULT DETECTION; FAULT TOLERANCE; FITS AND TOLERANCES; GENETIC ALGORITHMS; VIBRATIONS (MECHANICAL);

BP NETWORKS; FEATURE EXTRACTION METHODS; GENERALIZATION ABILITY; HIDDEN LAYER NODES; LEARNING SPEED;

NEURAL NETWORKS;

EID: 0006811214     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1115/DETC99/VIB-8329     Document Type: Conference Paper

References (3)

1. Jose Gonzalez-seco. A genetic algorithm as the learning procedure for neural networks. International Joint Conference on Neural Networks. Vol 1., 1992, pp. 835-840
2. Reza Nekovei, Ying Sun. Back-Propagation Network and its Configuration for Blood Vessel Detection in Angiograms. IEEE Tran. On Neural Networks, Vol. No. 1, Jan. pp64-72, 1995
3. Sun Qiao, The Application and Research of Data Fusion Technology in Power-Train System Condition Monitoring and Fault Diagnosis, Ph.D. Thesis, Beijing Institute of Teclinology. Sep. 1996