Method and device for the probabilistic prediction of sensor data

2:

• The computer-implemented method according to claim 1, further comprising providing time curves of auxiliary variables, wherein the historic condition time window is additionally generated based on the time curves of the auxiliary variables.

3:

• The computer-implemented method according to claim 1, further comprising controlling a technical process by the technical system based on the predicted sensor data value of the target variable.

4:

• The computer-implemented method according to claim 4, wherein the technical system is a machine, a drive machine, an engine, or an electrical machine.

5:

• The computer-implemented method according to claim 4, wherein the technical system is an internal combustion engine of a vehicle and the target variable is a filling quantity of cylinders of the internal combustion engine of the vehicle.

6:

• The computer-implemented method according to claim 5, wherein the auxiliary variables comprise at least one of:
• a physical time delay, an engine speed, a relative cylinder filling, a camshaft adjustment, a throttle valve setting, an intake pressure, an fuel-air ratio, a coolant temperature, or an intake air temperature.

7:

• The computer-implemented method according to claim 5, further comprising processing of the predicted sensor data value of the filling quantity of the cylinders, wherein the processing comprises the adjustment of at least one auxiliary variable.

8:

• A device configured to execute the method as according to claim 1.

10:

• The drive control unit according to claim 9, wherein the processing of the predicted sensor data values of the filling quantity comprises the adjustment of at least one of auxiliary variables consisting of:
• engine speed, relative cylinder filling, camshaft adjustment, throttle valve setting, intake pressure, fuel-air ratio, or coolant temperature.