Implementation of a new predictive maintenance methodology for batteries. Application to railway operations

Batteries are the energy storage system most frequently used to provide backup power for emergency systems. Ensuring proper operation of these components is a basic requirement. In the specific case of railway operations, the battery's function is of vital importance for guaranteeing passenger safety in emergency situations.