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.
Proceedings of the 1997 American Control Conference
Computer aided software engineering, Fault detection, ART neural nets
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.