空压机设备监控数据集

厂区用气需要空压机加压管道输送到各个车间产线，智慧供气数据集的数据主要由空压机产生。通过各个节点的传感器和感知设备，实时收集出口压力、电机频率、温度等数据，这些数据通过无线网络传输采集，实现供气系统的实时监控和智能调度。Air supply in industrial plants needs to be compressed by air compressors and transported to various workshop production lines via pipelines. The data of the intelligent air supply dataset is primarily generated by air compressors. Sensors and perception equipment at various nodes collect real-time data including outlet pressure, motor frequency, and temperature. These data are then collected and transmitted via wireless networks, enabling real-time monitoring and intelligent scheduling of the entire air supply system.

搜集汇总

背景与挑战

背景概述

该数据集是湖北远大生命科学与技术有限责任公司登记的空压机设备监控数据，属于医药制造业领域，包含874条记录，每天更新。数据通过传感器实时采集出口压力、频率、温度等参数，用于优化厂区供气调度和节能管理，支持实时监控、异常预警和能效评估应用。