摘要 |
The invention relates to an interactive assistance system and method for computer-aided control optimisation for a technical system, e.g. a gas or wind turbine, in particular for optimising the action sequence (A) or the control variables of the plant (e.g. gas supply, compression), wherein an input terminal is provided for reading at least one status parameter providing a first system status (So) of the technical system, and at least one setting parameter (W) for adapting a reward function (RF). A simulation module (SIM) having a pre-trained neuronal network, simulating the plant, serves to simulate an action sequence (A) on the technical system, starting from the first system status (So) and to the prediction of the resulting statuses (S) of the technical system. In addition, an optimisation module (OPT) is provided for adapting the reward function (RF) based on the setting parameter (W), for generating a plurality of action sequences (A) for the first system status (So), for transmitting the action sequences (A) to the simulation module (SIM), and for receiving the resulting statuses (S). Furthermore, the optimisation module (OPT) is provided for determining the rewards of the simulation results using the adapted reward function (RF), and for ascertaining a reward-optimising action sequence (A'). An output terminal (OUT) is provided for issuing a system status (S') resulting from the reward-optimising action sequence (A'). |
申请人 |
SIEMENS AKTIENGESELLSCHAFT |
发明人 |
DÜLL, SIEGMUND;HENTSCHEL, ALEXANDER;STERZING, VOLKMAR;UDLUFT, STEFFEN;SINGH, JATINDER P. |