Development of an On-line Condition Monitoring System Based on Neural Networks

In this paper, the development of an on-line condition monitoring system is discussed based on the neural networks for MK9-5 cigarette machine. This paper gives an introduction of the basic background theory of artificial neural networks, and describes the structure of the condition monitoring system based on neural network. The application of neural network to actual condition monitoring task is also analyzed,concentrating on the work carried out at the MK9-5 cigarette machine.