Title :
Investigation into the Fault Diagnosis of Gear Box Based on NMF and Neural Networks
Author :
Zhu Longbiao ; Zhu Zhisong ; Xu Feiyun
Author_Institution :
Coll. of Mech. Eng., Nantong Univ., Nantong, China
Abstract :
A new fault diagnosis system is proposed to recognize the faults of gear box in this paper by using the NMF-based characteristics extracting method and the neural networks technique. The results show that this method is effective for the fault diagnosis of gear box.
Keywords :
fault diagnosis; gears; matrix decomposition; neural nets; NMF; fault diagnosis system; gear box; neural network; Artificial neural networks; Character recognition; Classification algorithms; Fault diagnosis; Feature extraction; Gears; Vibrations;
Conference_Titel :
E-Product E-Service and E-Entertainment (ICEEE), 2010 International Conference on
Conference_Location :
Henan
Print_ISBN :
978-1-4244-7159-1
DOI :
10.1109/ICEEE.2010.5661297
