水泥工厂回转窑中控运行数据集

内部网络‌通过窑电流变送器、分解炉红外测温仪等设备实时监测工艺参数，依托Profinet协议实现PLC与SCADA系统毫秒级交互，并在C6旋风筒节点部署智能网关进行边缘计算；‌外部体系‌则集成大气压传感器、粉尘检测仪等环境补偿模块，以及红外热成像仪、振动传感器等维护辅助设备，形成覆盖生产全流程的智能监测网络。The internal network conducts real-time monitoring of process parameters via equipment including kiln current transmitters and infrared thermometers for decomposition furnaces. It achieves millisecond-level interaction between PLC and SCADA systems through the Profinet protocol, and deploys intelligent gateways at the C6 cyclone junction to perform edge computing. The external system integrates environmental compensation modules such as atmospheric pressure sensors and dust detectors, as well as maintenance auxiliary equipment including infrared thermal imagers and vibration sensors, thereby forming an intelligent monitoring network covering the entire production process.

搜集汇总

背景与挑战

背景概述

该数据集是阳新娲石水泥有限公司提供的回转窑中控运行数据，包含3411条每日更新的工艺参数记录，涵盖喂料量、温度、压力等32个关键指标。其特点在于通过传感器网络实时监测生产流程，并应用于工艺优化和设备管理场景，例如自动调节生料平衡和实现耐火材料预警，支撑水泥生产的智能化控制。