METHOD FOR DETECTING A FAILURE IN A VEHICLE PNEUMATIC SYSTEM

Method for detecting a failure in a pneumatic system of a vehicle, the pneumatic system comprising a supply pneumatic subsystem comprising supply lines, a control pneumatic subsystem comprising control lines, a delivery pneumatic subsystem comprising delivery lines, the vehicle comprising an electronic control unit configured to implement a trained supply recurrent neural network, a trained control recurrent neural network, a trained delivery recurrent neural network, and a trained main recurrent neural network; the method comprising collect and provide the input parameters to the trained recurrent neural networks to get a output from recurrent neural networks; provide the input parameters and the output parameters from recurrent neural networks to get a main output indicative of a pneumatic system health parameter indicative of a presence or an absence of a failure in one of the supply pneumatic subsystem, or the control pneumatic subsystem, or the delivery pneumatic subsystem of the pneumatic system.