CPC G05B 13/042 (2013.01) [G05B 13/0265 (2013.01); H02J 3/38 (2013.01); H02J 2203/20 (2020.01)] | 7 Claims |
1. A method for computer-aided control of a power plant for power generation, to achieve a prescribed technical response from the power plant, the method comprising:
providing an operating data record for controlling the power plant, wherein the operating data record includes a respective value for a control parameter for multiple states of the power plant;
using the operating data record as a basis for using regression training to ascertain a system model for describing a manner of operation of the power plant;
determining, using a gradient-free optimization method and the system model and the operating data record, a control data record including at least one optimal value for the control parameter for at least one of the multiple states of the power plant;
taking the determined control data record as a basis for using a selection method by using a reward function to select relevant parameters of the power plant that allow more advantageous control of the power plant than other parameters of the power plant; and
using a model-based machine learning method, ascertaining a control method for the power plant by using the selected relevant parameters, wherein the control method is used to control the power plant.
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