发明名称 Method for the computer-assisted learning of a control and/or a feedback control of a technical system using a modified quality function and a covariance matrix
摘要 A method of computer-assisted learning of control and/or feedback control of a technical system is provided. A statistical uncertainty of training data used during learning is suitably taken into account when learning control of the technical system. The statistical uncertainty of a quality function, which models an optimal operation of the technical system, is determined by uncertainty propagation and is incorporated during learning of an action-selecting rule. The uncertainty propagation uses a covariance matrix in which non-diagonal elements are ignored. The method can be used for learning control or feedback control of any desired technical systems. In a variant, the method is used for control or feedback control of an operation of a gas turbine. In another variant, the method is used for control or feedback control of a wind power plant.
申请公布号 US8380646(B2) 申请公布日期 2013.02.19
申请号 US20100875159 申请日期 2010.09.03
申请人 SIEMENS AKTIENGESELLSCHAFT;HANS ALEXANDER;UDLUFT STEFFEN 发明人 HANS ALEXANDER;UDLUFT STEFFEN
分类号 G06F15/18 主分类号 G06F15/18
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