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| Author: | Knapp, G. M. Wang, H. P. |
| Title: | Machine fault classification: a neural network approach (Fertigungskontrolle; Fehlerrechnung) |
| Journal: | International Journal of Production Research
1992 : APR, VOL. 30:4, p. 811-823 |
| Index terms: | |
| Freeterms: | PROBLEMORIENTIERTE SOFTWARE |
| Language: | eng |
| Abstract: | This paper presents a neural network approach for machine fault diagnosis. Specifically, two tasks are explained and discussed: a neural network-based machine fault diagnosis model is developed using the back propagation learning paradigm, and network training efficiency is studied by varying the learning momentum of the activation function. The results are presented and discussed. |
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