Invention Grant
US08554707B2 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
失效
计算机辅助控制和/或调节技术系统的方法,其中技术系统的动态行为使用循环神经网络进行建模
- Patent Title: 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 Title (中): 计算机辅助控制和/或调节技术系统的方法,其中技术系统的动态行为使用循环神经网络进行建模
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Application No.: US12522040Application Date: 2007-12-19
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Publication No.: US08554707B2Publication Date: 2013-10-08
- Inventor: Anton Maximilian Schäfer , Steffen Udluft , Hans-Georg Zimmermann
- Applicant: Anton Maximilian Schäfer , Steffen Udluft , Hans-Georg Zimmermann
- Applicant Address: DE München
- Assignee: Siemens Aktiengesellschaft
- Current Assignee: Siemens Aktiengesellschaft
- Current Assignee Address: DE München
- Priority: GB102007001025 20070102
- International Application: PCT/EP2007/064265 WO 20071219
- International Announcement: WO2008/080864 WO 20080710
- Main IPC: G06E1/00
- IPC: G06E1/00 ; G06E3/00 ; G06F15/18 ; G06G7/00

Abstract:
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.
Public/Granted literature
- US20100094788A1 Method for the computer-assisted control and/or regulation of a technical system Public/Granted day:2010-04-15
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