矿山设备状态监测数据集

本数据集聚焦矿山关键设备（矿用卡车、铲运机、提升机、输送机、通风机、排水泵）的状态监测，涵盖振动、温度、电流、油液等多维参数，包含正常状态及轴承磨损、齿轮故障、电机过载等典型故障。适用于故障诊断、健康评估、剩余寿命预测及智能运维。This dataset focuses on condition monitoring of key mining equipment, including mining trucks, load-haul-dump loaders, hoists, conveyors, ventilators, and drainage pumps. It covers multi-dimensional parameters such as vibration, temperature, current, and oil conditions, and includes both normal operating states and typical faults like bearing wear, gear failures, and motor overload. This dataset is applicable to fault diagnosis, health assessment, remaining useful life prediction, and intelligent operation and maintenance.

搜集汇总

背景与挑战

背景概述

该数据集聚焦矿山关键设备（如矿用卡车、铲运机、提升机等）的状态监测，包含振动、温度、电流、油液等多维参数，并涵盖设备正常状态及轴承磨损、齿轮故障等典型故障模式。它适用于故障诊断、健康评估、剩余寿命预测以及智能运维系统开发等应用场景。