DETERMINATION OF HEALTH STATUS OF VEHICULAR SYSTEMS IN VEHICLES

A predictive maintenance method for determining a health status of a vehicular system included in a first vehicle is provided. A first dataset is collected for a plurality of vehicles. The first dataset is processed to determine a plurality of features corresponding to the vehicular system and a plurality of feature values for the plurality of features. A classifier is trained, based on the plurality of features, for determining the health status of the vehicular system. A second dataset including second operational data, second vehicle data, second trip data, and second service data for the first vehicle is collected. The second dataset is provided as input to the trained classifier. The health status of the vehicular system included in the first vehicle is determined based on an output of the trained classifier for the second dataset.