Neural networks for condition monitoring and fault diagnosis : The effect of training data on classifier performance
(1999)
Presentation / Conference
Parikh, C., Pont, M., Li, Y., & Jones, N. (1999, April). Neural networks for condition monitoring and fault diagnosis : The effect of training data on classifier performance. Presented at International Conference on Condition Monitoring, Swansea, UK
This paper focuses on the development of neural-based condition-monitoring and fault-diagnosis (CMFD) systems. Specifically, we consider the impact of the limited availability of `faulty' training data in real CMFD applications. Where limited data ar... Read More about Neural networks for condition monitoring and fault diagnosis : The effect of training data on classifier performance.