Vibration-Based Adaptive Novelty Detection Method for Monitoring Faults in a Kinematic Chain

Figure 2

Proposed retraining approach. First, measurements characterizing the fault are stored, and then the feature reduction module and the novelty design module are modified to incorporate the new scenario encountered.