乳制品生产过程中的数据挖掘与智能化控制研究

Research on Data Mining and Intelligent Control in Dairy Production Process

乳制品生产过程中,数据挖掘与智能化控制技术对于提升产品质量、优化生产流程和降低成本具有重要意义。利用数据挖掘技术对乳制品生产过程中的原料质量、工艺参数和设备状态进行智能化监控与优化。通过采集生产数据,运用统计分析、仿真实验方法,挖掘关键信息,实现实时监控、预警和自动化的智能调控,可有效提升乳制品的品质稳定性,降低能耗,提高生产效率。

In the production process of dairy products,data mining and intelligent control technology are of great significance for improving product quality,optimizing production processes,and reducing costs.Data mining technology is used to intelligently monitor and optimize the quality of raw materials,process parameters and equipment status in the dairy production process.Through the collection of production data,the use of statistical analysis,simulation and experimental methods,mining key information,real-time monitoring,early warning and automated intelligent regulation and control,can effectively improve the quality and stability of dairy products,reduce energy consumption and improve production efficiency.