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1. (WO2019041752) PROCESS PARAMETER-BASED RESULT FEEDBACK METHOD AND APPARATUS
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Pub. No.: WO/2019/041752 International Application No.: PCT/CN2018/075002
Publication Date: 07.03.2019 International Filing Date: 01.02.2018
IPC:
G06N 3/08 (2006.01) ,G06K 9/62 (2006.01) ,G06N 5/02 (2006.01) ,G07C 3/00 (2006.01) ,G07C 3/14 (2006.01) ,G06Q 50/04 (2012.01)
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3
Computer systems based on biological models
02
using neural network models
08
Learning methods
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
K
RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9
Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62
Methods or arrangements for recognition using electronic means
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
5
Computer systems utilizing knowledge based models
02
Knowledge representation
G PHYSICS
07
CHECKING-DEVICES
C
TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS, OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
3
Registering or indicating the condition or the working of machines or other apparatus, other than vehicles
G PHYSICS
07
CHECKING-DEVICES
C
TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS, OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
3
Registering or indicating the condition or the working of machines or other apparatus, other than vehicles
14
Quality control systems
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
Q
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
50
Systems or methods specially adapted for a specific business sector, e.g. utilities or tourism
04
Manufacturing
Applicants:
江苏康缘药业股份有限公司 JIANGSU KANION PHARMACEUTICAL CO., LTD. [CN/CN]; 中国江苏省连云港市 经济技术开发区江宁工业城 Jiangning Industrial City Economic and Technological Development Zone Lianyungang, Jiangsu 222047, CN
浙江大学 ZHEJIANG UNIVERSITY [CN/CN]; 中国浙江省杭州市 西湖区余杭塘路866号 866 Yuhangtang Road, Xihu Hangzhou, Zhejiang 310058, CN
Inventors:
肖伟 XIAO, Wei; CN
刘雪松 LIU, Xuesong; CN
凌娅 LING, Ya; CN
陈勇 CHEN, Yong; CN
王振中 WANG, Zhenzhong; CN
姜晓红 JIANG, Xiaohong; CN
毕宇安 BI, Yu'an; CN
李页瑞 LI, Yerui; CN
包乐伟 BAO, Lewei; CN
章晨峰 ZHANG, Chenfeng; CN
王磊 WANG, Lei; CN
陈永杰 CHEN, Yongjie; CN
杜定益 DU, Dingyi; CN
Agent:
苏州创元专利商标事务所有限公司 SUZHOU CREATOR PATENT & TRADEMARK AGENCY LTD.; 中国江苏省苏州市 干将西路93号 No. 93 Ganjiang West Road Suzhou, Jiangsu 215002, CN
Priority Data:
201710771790.731.08.2017CN
Title (EN) PROCESS PARAMETER-BASED RESULT FEEDBACK METHOD AND APPARATUS
(FR) PROCÉDÉ ET APPAREIL DE RÉTROACTION DE RÉSULTATS BASÉS SUR DES PARAMÈTRES DE PROCESSUS
(ZH) 一种基于过程参数的结果反馈方法及装置
Abstract:
(EN) 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.
(FR) L'invention concerne un procédé et un appareil de rétroaction de résultats basés sur des paramètres de processus. Le procédé de rétroaction consiste à : recevoir une demande de rétroaction de résultats (S1), la demande de rétroaction comprenant un type de résultat intermédiaire ; obtenir les paramètres de processus correspondant à la demande de rétroaction (S2), les paramètres de processus étant des paramètres multidimensionnels et constituant un ensemble de paramètres de processus ; entrer l'ensemble de paramètres de processus dans un modèle de réseau neuronal de rétroaction de résultats (S3), le modèle de réseau neuronal de rétroaction de résultats étant obtenu au moyen d'un apprentissage d'échantillons de paramètre de processus ; et obtenir le résultat de sortie du modèle de réseau neuronal de rétroaction de résultats (S4). Selon le procédé de rétroaction, en établissant un modèle de réseau neuronal de rétroaction de résultats, les paramètres d'entrée dans un processus de fabrication PKS sont classés afin de déterminer si les réactifs sont qualifiés ou non et d'obtenir ainsi une rétroaction intelligente.
(ZH) 一种基于过程参数的结果反馈方法及装置,所述反馈方法包括:接收结果反馈请求(S1),所述反馈请求包括中间体结果类型;获取与所述反馈请求对应的过程参数(S2),所述过程参数为多维参数,组成过程参数集;将所述过程参数集输入结果反馈神经网络模型(S3),所述结果反馈神经网络模型由过程参数样本训练得到;获取所述结果反馈神经网络模型的输出结果(S4)。该反馈方法通过建立结果反馈神经网络模型,对PKS制造过程中的输入参数进行分类,看反应物是否合格,实现智能反馈。
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Designated States: AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JO, JP, KE, KG, KH, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW
African Regional Intellectual Property Organization (ARIPO) (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW)
Eurasian Patent Office (AM, AZ, BY, KG, KZ, RU, TJ, TM)
European Patent Office (EPO) (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR)
African Intellectual Property Organization (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG)
Publication Language: Chinese (ZH)
Filing Language: Chinese (ZH)