Online System Prognostics with Ensemble Models and Evolving Clustering
An online evolving clustering (OEC) method equivalent to ensemble modeling is proposed to tackle prognostics problems of learning and the prediction of remaining useful life (RUL).During the learning phase, OEC extracts predominant operating Washers modes as multiple evolving clusters (EC).Each EC is associated with its own Weibull distribution-ins