METHOD FOR THE COMPUTER-ASSISTED CONTROL AND/OR REGULATION OF A TECHNICAL SYSTEM

Patent №

US 8,566,264

Granted

2013-10-22

Filed 2009

Owner

SIEMENS AKTIENGESELLSCHAFT

+1 more

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12521920

A method for the computer-assisted control and/or regulation of a technical system is provided. The method is used to efficiently reduce a high-dimensional state space describing the technical system to a smaller dimension. The reduction of the state space is performed using an artificial recurrent neuronal network. In addition, the reduction of the state space enables conventional learning methods, which are only designed for small dimensions of state spaces, to be applied to complex technical systems with an initially large state space, wherein the conventional learning methods are performed in the reduced state space. The method can be used with any technical system, especially gas turbines.

Machine learningPlanningAI hardwareG05B 13/027G06N 3/08G06N 3/09G06N 3/092G05B 2219/33025G05B 2219/33036

AI classification

AI hardware1.00
Planning1.00
Machine learning1.00
Vision0.28
Speech0.22
Knowledge representation0.12
Natural language0.11
Evolutionary computation0.00

Ownership

SIEMENS AKTIENGESELLSCHAFT

assignment · 229010964

SIEMENS ENERGY GLOBAL GMBH & CO. KG

assignment · 558750520

Assignors

SCHAEFER, ANTON MAXIMILIAN, UDLUFT, STEFFEN

On an employer assignment, the assignors are typically the inventors.

From the same owner

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