Abstract
Some aspects of using AE for detecting an early development of failure in rolling element bearings are discussed. The results of an experimental study into ball bearing failure and the resulting change in AE signal are presented. The paper presents the results obtained by traditional statistical analysis based techniques and those obtained via a neural networks based approach. The results implicate an opportunity to perform the monitoring and diagnostic functions in near real-time.
| Original language | English |
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| Title of host publication | Proceedings of the 1993 Artificial Neural Networks in Engineering, ANNIE'93 |
| Publisher | ASME International |
| Pages | 775-780 |
| Number of pages | 6 |
| Publication status | Published - 1993 |
| Externally published | Yes |
| Event | 1993 Artificial Neural Networks in Engineering, ANNIE'93 - St.Louis, MO, USA Duration: 14 Nov 1993 → 17 Nov 1993 |
Conference
| Conference | 1993 Artificial Neural Networks in Engineering, ANNIE'93 |
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| City | St.Louis, MO, USA |
| Period | 14/11/93 → 17/11/93 |