This is the dataset and maintenance recommendation formula based on rules and threshold for stretch cylinder in a Semi-Automatic Stretch Blow Molding.

Zenodo2026-06-15 更新30

数控机床设备工况故障监测分析数据集

设备预测性维护

数控机床智能运维

（一）数据处理规则 1. 数据采集规则：采集车间数控机床运行工况、振动温度、负载参数、故障记录、检修台账、停机时长、精度偏差等真实生产数据。 2. 数据清洗规则：剔除无效、重复、异常数据，统一工况参数计量单位，脱敏无关信息，保留核心故障与工况分析数据。 3. 数据分类规则：按设备型号、工况类型、故障类别、故障等级、处置方式标准化分类编码，便于检索分析与复用。（二）核心算法与应用规则 1. 工况状

贵州省数据知识产权登记平台2026-06-17 更新210

The four indicators monitored from Pump No.4.

设备预测性维护

机械密封泄漏故障诊断

The reactor coolant pump is a key equipment in a nuclear power plant. If the leakage exceeds a certain threshold, it may cause reactor overheating and shutdown. The reactor coolant pump leakage fault

Figshare2024-06-28 更新40