The dataset shows the development of 82 surface defects (pits) over the operating time of Ball Screw Drives. The name of the images is structured as follows: XX_XX_YYMMDDHHMMSS_XX_XX. Here X is some i

Mendeley Data2024-01-31 更新140

Comparison of fault diagnosis results of different methods.

故障诊断

维护预测

Comparison of fault diagnosis results of different methods.

NIAID Data Ecosystem30

智能康复机器人下机芯揉捏电机保养周期预测数据

智能康复设备

维护预测

在智能康复机器人（泛指具备基础康复辅助功能的类按摩设备）下机芯揉捏电机运维管理实践中，通过采集设备使用时长、质保周期等基础数据，经清洗、去重等预处理及剩余可用时长计算、保养周期动态推算等加工分析，形成下机芯揉捏电机保养周期预测数据。该数据有助于通过分部件管理实现精细化维护，为整体设备维护提供科学参考依据，促进运维策略的适应性调整，为保障设备功能稳定性、延长使用寿命提供数据支撑；同时，可为社会层面优

浙江省数据知识产权登记平台2025-09-18 更新170

Review of Machine Learning for Predictive Maintenance

维护预测

工业设备故障诊断

This data set is a comparison chart of various predictive maintenance methods for equipment based on machine learning.

DataCite Commons2025-02-02 更新80