Process State Monitoring Using Self-Organizing Maps

Self-organizing map algorithm has the ability to create a model for a system that is not exactly known a priori. Using this kind of model we can classify the system states and detect the abnormal ones. In this paper, an application of the feature map to detect operational states of a device is presented. The features used in the map are the measurements from the device describing its operational and environmental parameters.