Industrial production flow prediction method

• Main Authors: SONG XINGJIAN, SHI ZHIGUO, REN HUI
• Format: Patent
• Language: Chinese; English
• Published: 27.07.2016
• Subjects: CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION ORPROCESSING OF GOODS; CONTROL OR REGULATING SYSTEMS IN GENERAL; CONTROLLING; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS; PHYSICS; REGULATING; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS; TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINSTCLIMATE CHANGE

The invention provides an industrial production flow prediction method. With the method adopted, production operation can be predicted, and the standard operation level of industrial production can be improved. The method includes the following steps that: historical production data are acquired; a machine learning method is utilized to establish a simplified model according to the associations between reactants and resultants in the industrial production; a data mining method is utilized to perform mining analysis on historical production data, and the coefficients of the simplified model are solved according to analysis results, so that an operation prediction model can be obtained; and production operation is predicted through the operation prediction model. The industrial production flow prediction method of the invention is suitable for the industrial production process control field. 本发明提供种工业生产流程预测方法，能够对生产操作进行预测，提高工业生产的标准化作业水平。所述方法包括：获取历史生产数据；根据工业生产中反应物与生成物之间的关联，利用机器学习法建立简化模型；利用数据挖掘方法对所述历史生产数据进行挖掘分析，并根据