Title:
PROCESS CONTROLLER AND METHOD AND SYSTEM THEREFOR
Document Type and Number:
WIPO Patent Application WO/2020/034092
Kind Code:
A1
Abstract:
The present application provides a processor controller, comprising: a deep neutral network, used for extracting, on the basis of feature information of process control data, from a process control data storage device, process control data available to a production device to be controlled, the feature information of the process control data comprising at least production device feature parameters and a production device load; an enhanced neural network, used for performing, on the basis of a process control prediction model, process control prediction by using real-time process control data of said production device, wherein the process control prediction model is trained by using the extracted available process control data; and a process control decision unit, used for determining an operation control instruction for said production device on the basis of the result of process control prediction. By use of the process controller, the prediction accuracy and training efficiency of the process control prediction model of the process controller can be improved.
Inventors:
NIU ZHU (CN)
WEN BO (CN)
FAN SHUN JIE (CN)
WEN BO (CN)
FAN SHUN JIE (CN)
Application Number:
PCT/CN2018/100449
Publication Date:
February 20, 2020
Filing Date:
August 14, 2018
Export Citation:
Assignee:
SIEMENS AG (DE)
NIU ZHU (CN)
WEN BO (CN)
FAN SHUN JIE (CN)
NIU ZHU (CN)
WEN BO (CN)
FAN SHUN JIE (CN)
International Classes:
G05B13/02
Foreign References:
| CN101751026A | 2010-06-23 | |||
| CN1598720A | 2005-03-23 | |||
| CN108051999A | 2018-05-18 | |||
| CN1316070A | 2001-10-03 | |||
| JPH05324007A | 1993-12-07 |
Other References:
See also references of EP 3822715A4
Attorney, Agent or Firm:
KANGXIN PARTNERS, P.C. (CN)
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