破碎机状态监测专识数据集

本数据集聚焦破碎机（颚式、圆锥、反击式、锤式、辊式）的状态监测与故障诊断，覆盖振动、电流、温度、液压、排料粒度等多维参数。包含正常状态及衬板磨损、轴承过热、过铁、堵塞、电机过载等典型故障。适用于故障诊断、衬板寿命预测、粒度预测及智能运维。This dataset focuses on condition monitoring and fault diagnosis for various crushers, namely jaw crushers, cone crushers, impact crushers, hammer crushers and roller crushers. It covers multi-dimensional parameters including vibration, current, temperature, hydraulic system data and discharge particle size. The dataset includes both normal operating conditions and typical faults such as liner wear, bearing overheating, metal passing, clogging and motor overload. It is applicable to fault diagnosis, liner service life prediction, particle size prediction and intelligent operation and maintenance.

搜集汇总

背景与挑战

背景概述

该数据集专注于多种破碎机（如颚式、圆锥、反击式、锤式、辊式）的状态监测与故障诊断，涵盖振动、电流、温度、液压和排料粒度等多维参数，并包含正常状态及衬板磨损、轴承过热等典型故障。它适用于故障诊断、衬板寿命预测、粒度预测以及智能运维等应用场景，为矿山设备智能化研发和AI模型训练提供数据支持。