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窖池温度监测系统的线性回归模型应用

Application of Linear Regression Model in Cellar Temperature Monitoring System

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【作者】 张保华赵痛快徐雷杜成成祝田田

【Author】 ZHANG Baohua;ZHAO Tongkuai;XU Lei;DU Chengcheng;ZHU Tiantian;Department of Electronics and Information Engineering, Bozhou University;School of Electronic Information Engineering, Anhui University;

【机构】 亳州学院电子与信息工程系安徽大学电子信息工程学院

【摘要】 现有窖池发酵温度监测手段不仅人力和物力耗费大,而且测量数据准确度低,针对这一系列问题,利用ZigBee无线传输技术和线性回归模型设计一套窖池温度测量装置。该装置采用线性回归模型对采集终端采集的温度数据进行处理,将处理后的数据通过ZigBee技术和MODBUS协议经RS485总线上传到上位机并显示。经该装置处理后的温度数据具有实时性强,精度高的特点。

【Abstract】 The existing cellar fermentation temperature monitoring means not only consume manpower and material resources, but also have low measurement data accuracy, in view of this problem, a device is designed by using ZigBee infinite transmission technology and linear regression model. The device uses a linear regression model to process the temperature data collected by the acquisition terminal, and the processed data are transferred to the host computer through the RS485 bus and displayed through the ZigBee technology and MODBUS protocol. The temperature data processed by the device have the characteristics of strong real-time and high accuracy.

【基金】 安徽省教育厅质量工程项目(2020jyxm1236)
  • 【文献出处】 实验室研究与探索 ,Research and Exploration in Laboratory , 编辑部邮箱 ,2023年03期
  • 【分类号】TQ920.5
  • 【下载频次】46
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