Title :
Neural networks and fault diagnosis in rotating machinery
Author :
Priddy, Kevin L. ; Lothers, Michael D. ; Saeks, Richard E.
Author_Institution :
Accurate Autom. Corp., Chattanooga, TN, USA
Abstract :
A series of experiments in which neural networks are used to detect and classify faults in rotating machinery are described. Specific experimental testbeds included a helicopter tail rotor gearbox, fire pumps and condensation pumps
Keywords :
accelerometers; aircraft testing; automatic testing; fault diagnosis; helicopters; machine testing; neural nets; pumps; test facilities; condensation pumps; experimental testbeds; fault diagnosis; fire pumps; helicopter tail rotor gearbox; neural networks; rotating machinery; Accelerometers; Aerospace testing; Electronic equipment testing; Fault diagnosis; Fires; Intelligent networks; Machinery; Neural networks; System testing; Vibrations;
Conference_Titel :
Systems, Man and Cybernetics, 1993. 'Systems Engineering in the Service of Humans', Conference Proceedings., International Conference on
Conference_Location :
Le Touquet
Print_ISBN :
0-7803-0911-1
DOI :
10.1109/ICSMC.1993.384947
