METHOD AND DEVICE FOR THE COMPUTER-AIDED DETERMINATION OF CONTROL PARAMETERS FOR FAVOURABLE HANDLING OF A TECHNICAL SYSTEM

摘要

The invention relates to a method and a device for computer-aided determination of control parameters for a favorable action of a technical system, for example a technical subsystem of a technical system. An initial state (AZ) and an environment (UM) of the technical system (TS) are recorded and a target state (ZZ) is read. A physical simulation model (SIM) of the technical system (TS) that at least partially matches the environment (UM) and / or the initial state (AZ) is selected and output values of the physical simulation model (SIM) to the environment (UM) and / or adjusted the initial state (AZ). Starting from the initial values and in relation to the target state (ZZ), various combinations of action steps of the technical system (TS) are simulated, with control parameters of the technical system (TS) for executing the action steps being varied. On the basis of the simulation data, a machine learning routine is trained by means of an evaluation of a respective action step, and on the basis of the trained machine learning routine a combination of favorable action steps for the technical system (TS) is determined.