Electrical & Computer Engineering Faculty Publications
Document Type
Article
Publication Date
6-4-1997
Abstract
We study the applications of neural nets in the area of fault detection in real vibrational data. The study is one of the first to include a large set of real vibrational data and to illustrate the potential as well as the limitations of neural networks for fault detection.
Publisher
IEEE
Publication Title
Proceedings of the 1997 American Control Conference
ISSN
0-7803-3832-4
First Page
918
Last Page
921
DOI
10.1109/ACC.1997.609660
Language (ISO)
English
Sponsorship
IEEE
Keywords
Computer aided software engineering, Fault detection, ART neural nets
Recommended Citation
Abdallah, Chaouki T.; D.R. Hush; G.L. Heileman; and D. Docampo. "Neural networks in fault detection: a case study." Proceedings of the 1997 American Control Conference (1997): 918-921. doi:10.1109/ACC.1997.609660.
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