基于传感器数据的机械电气设备状态监测与预测维护研究

Research on Condition Monitoring and Predictive Maintenance of Mechanical and Electrical Equipment Based on Sensor Data

摘要: 本研究聚焦机械电气设备状态监测与预测维护难题，以传感器数据为核心，运用机器学习算法搭建分析模型，实现设备运行状态精准判断与故障预测。

Abstract: This research focuses on the challenges of condition monitoring and fault prediction for mechanical and electrical equipment, using sensor data as the core and machine learning algorithms to build analysis models to achieve accurate