Evaluating nominal parameters in fault diagnosis

The first critical step in system health management, which enhance the safety, reliability, and availability of the system, is collecting appropriate data for further process. In this paper, an evaluation method for monitoring nominal parameters is proposed. The approach combines classification and clustering to evaluate the relevance of the monitored parameters and the faults.