Black Box Model Analysis for Industrial Fault Monitoring

The aim of this paper is to present and discuss an analysis approach that can be deployed independently of the modelling tool capable of evaluating the samples of an assembled machine. By including an analysis of the results given the context of the input variables and the training performance, the method could be applied independently to the changes in modelling or the modelling approach. A real case study based on a water-cooling device has been used to illustrate the proposed approach.