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Title:
PROCESS PARAMETER-BASED RESULT FEEDBACK METHOD AND APPARATUS
Document Type and Number:
WIPO Patent Application WO/2019/041752
Kind Code:
A1
Abstract:
A process parameter-based result feedback method and apparatus. The feedback method comprises: receiving a result feedback request (S1), the feedback request comprising an intermediate result type; obtaining the process parameters corresponding to the feedback request (S2), the process parameters being multidimensional parameters and constituting a process parameter set; inputting the process parameter set into a result feedback neural network model (S3), the result feedback neural network model being obtained by means of process parameter sample training; and obtaining the output result of the result feedback neural network model (S4). According to the feedback method, by establishing a result feedback neural network model, input parameters in a PKS manufacturing process are classified to determine whether reactants are qualified or not, so as to achieve intelligent feedback.

Inventors:
XIAO, Wei (Jiangning Industrial City, Economic and Technological Development ZoneLianyungang, Jiangsu 7, 222047, CN)
LIU, Xuesong (866 Yuhangtang Road, XihuHangzhou, Zhejiang 8, 310058, CN)
LING, Ya (Jiangning Industrial City, Economic and Technological Development ZoneLianyungang, Jiangsu 7, 222047, CN)
CHEN, Yong (866 Yuhangtang Road, XihuHangzhou, Zhejiang 8, 310058, CN)
WANG, Zhenzhong (Jiangning Industrial City, Economic and Technological Development ZoneLianyungang, Jiangsu 7, 222047, CN)
JIANG, Xiaohong (866 Yuhangtang Road, XihuHangzhou, Zhejiang 8, 310058, CN)
BI, Yu'an (Jiangning Industrial City, Economic and Technological Development ZoneLianyungang, Jiangsu 7, 222047, CN)
LI, Yerui (866 Yuhangtang Road, XihuHangzhou, Zhejiang 8, 310058, CN)
BAO, Lewei (Jiangning Industrial City, Economic and Technological Development ZoneLianyungang, Jiangsu 7, 222047, CN)
ZHANG, Chenfeng (Jiangning Industrial City, Economic and Technological Development ZoneLianyungang, Jiangsu 7, 222047, CN)
WANG, Lei (866 Yuhangtang Road, XihuHangzhou, Zhejiang 8, 310058, CN)
CHEN, Yongjie (Jiangning Industrial City, Economic and Technological Development ZoneLianyungang, Jiangsu 7, 222047, CN)
DU, Dingyi (866 Yuhangtang Road, XihuHangzhou, Zhejiang 8, 310058, CN)
Application Number:
CN2018/075002
Publication Date:
March 07, 2019
Filing Date:
February 01, 2018
Export Citation:
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Assignee:
JIANGSU KANION PHARMACEUTICAL CO., LTD. (Jiangning Industrial City, Economic and Technological Development ZoneLianyungang, Jiangsu 7, 222047, CN)
ZHEJIANG UNIVERSITY (866 Yuhangtang Road, XihuHangzhou, Zhejiang 8, 310058, CN)
International Classes:
G06N3/08; G06K9/62; G06N5/02; G06Q50/04; G07C3/00; G07C3/14
Foreign References:
CN107578100A2018-01-12
CN106919725A2017-07-04
CN105373830A2016-03-02
US20120197616A12012-08-02
Other References:
DROIDMIND: "BP neural network algorithm", 20 January 2016 (2016-01-20), XP055578413, Retrieved from the Internet
Attorney, Agent or Firm:
SUZHOU CREATOR PATENT & TRADEMARK AGENCY LTD. (No. 93 Ganjiang West Road, Suzhou, Jiangsu 2, 215002, CN)
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