Method for the computer-assisted control and/or regulation of a technical system where the dynamic behavior of the technical system is modeled using a recurrent neural network
Patent №
US 8,554,707
Granted
2013-10-08
Filed 2009
Owner
SIEMENS AKTIENGESELLSCHAFT
Lab
—
AI components
3
ml · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
12522040
A method for the computer-assisted control and/or regulation of a technical system is provided. The method includes two steps, namely modeling the dynamic behavior of the technical system with a recurrent neural network using training data, the recurrent neural network includes states and actions determined using a simulation model at different times and learning an action selection rule by the recurrent neural network to a further neural network. The method can be used with any technical system in order to control the system in an optimum computer-assisted manner. For example, the method can be used in the control of a gas turbine.
AI classification
Ownership
SIEMENS AKTIENGESELLSCHAFT
assignment · 236860394
Assignors
SCHAEFER, ANTON MAXIMILIAN, UDLUFT, STEFFEN, ZIMMERMANN, HANS-GEORG
On an employer assignment, the assignors are typically the inventors.