Name
Abstract | ||
|---|---|---|
This paper is focused on the implementation of a predictive neural network for use as an operator's aid in the diagnosis of faults with high prediction accuracy in an automated manufacturing environment. In order to evaluate the performance of the model, the network has been tested using both simulated time series and real time machine vibration data collected in lab experiments. |
Year | DOI | Venue |
|---|---|---|
2003 | 10.1016/S0360-8352(03)00039-1 | Computers & Industrial Engineering |
Keywords | Field | DocType |
Predictive maintenance,Neural networks,Fuzzy ARTMAP,Vibration analysis | Computer-aided manufacturing,Data mining,Adaptive resonance theory,Mathematical optimization,Fuzzy logic,Operator (computer programming),Artificial intelligence,Vibration,Engineering,Fuzzy control system,Predictive maintenance,Artificial neural network | Journal |
Volume | Issue | ISSN |
45 | 2 | 0360-8352 |
Citations | PageRank | References |
15 | 1.31 | 3 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Roya Javadpour | 1 | 15 | 1.31 |
| Gerald M. Knapp | 2 | 55 | 7.35 |