xpertsystems/oil021-sample
收藏资源简介：
OIL-021是一个免费的、模式相同的预览数据集，基于XpertSystems.ai的企业设备性能数据集，专为预测性维护机器学习、振动分析、状态监测、剩余使用寿命预测以及旋转和静态设备的健康评分而设计。该样本覆盖了350台设备，涵盖8种设备类型、6个工厂和7个原始设备制造商，通过equipment_id链接了12个表格中的179,149行数据。它是目录中第一个跨流程的SKU，适用于上游、中游和下游操作（如换热器、压缩机、泵、涡轮机、电机等在整个价值链中通用）。
A free, schema-identical preview of XpertSystems.ais enterprise equipment performance dataset for predictive maintenance ML, vibration analysis, condition monitoring, RUL (remaining useful life) prediction, and equipment health scoring across rotating and static equipment. The sample covers 350 pieces of equipment across 8 equipment types, 6 plants, and 7 OEMs, with 179,149 rows linked across 12 tables via equipment_id. OIL-021 is the first cross-stream SKU in the catalog — applicable to upstream, midstream, and downstream operations (heat exchangers, compressors, pumps, turbines, motors are universal across the value chain).
