Health state characterizationusing clustering algorithmsfor railway fleet maintenance

To perform maintenance of a large rolling fleet, with operational constraints due to mass transit, a mixed maintenance solution combining real-time data analysis and condition-based maintenance has been integrated into the SNCF maintenance process in 2017. Based on aprognostic expert system, this solution relies on constant signaling thresholds defined using...