鸿蒙NEXT系统IOT数采智慧屏终端数据集

本数据集广泛应用于智能制造工厂中设备运行状态的监测、预测性维护和工艺优化场景。通过在数控机床（CNC）等关键设备上部署鸿蒙NEXT系统智慧屏终端，采集其运行时的关键参数，如主轴转速、电流、电压、振动等。基于鸿蒙分布式架构，终端实现本地快速处理、边缘计算分析及趋势可视化展示，协助企业构建高实时性、高安全性的生产现场监控体系。系统可联动历史工况数据，及时识别异常波动并发出预警，减少设备故障停机时间，提升制造连续性与生产效率。

This dataset is extensively utilized in scenarios including equipment operating state monitoring, predictive maintenance, and process optimization within intelligent manufacturing factories. By deploying HarmonyOS NEXT smart screen terminals on key equipment such as Computer Numerical Control (CNC) machines, key real-time operating parameters including spindle speed, current, voltage, vibration, and more are collected. Leveraging the HarmonyOS distributed architecture, the terminals support local rapid processing, edge computing analysis, and trend visualization, assisting enterprises in establishing a production-site monitoring system with high real-time performance and strong security. The system can integrate historical operating condition data to timely detect abnormal fluctuations and trigger early warnings, thereby reducing unplanned equipment downtime due to failures and enhancing manufacturing continuity and production efficiency.

搜集汇总

背景与挑战

背景概述

鸿蒙NEXT系统IOT数采智慧屏终端数据集是由东莞市东辰星科技有限公司开发的工业设备运行数据集合，包含主轴转速、电压电流、温度、振动等关键参数，应用于智能制造工厂的设备监测和预测性维护。数据集基于鸿蒙NEXT操作系统构建，具有高实时性和高安全性的特点，支持本地智能分析和可视化展示。