xpertsystems/oil010-sample

OIL-010 — 合成钻头性能数据集（样本）是XpertSystems.ai企业钻头性能数据集的免费、模式相同的预览版，用于钻头选择机器学习、功能障碍检测、磨损预测和钻头经济分析。该样本涵盖4种钻头类型（PDC、牙轮钻头、混合钻头、金刚石孕镶钻头）和5种地层类别，包含3,000个钻头和15,000个钻井运行，通过9个表格关联。OIL-010 — Synthetic Drill Bit Performance Dataset (Sample) is a free, structurally identical preview version of XpertSystems.ai's enterprise drill bit performance dataset, intended for machine learning tasks including drill bit selection, dysfunction detection, wear prediction, and drill bit economic analysis. This sample covers 4 types of drill bits (PDC, roller cone bit, hybrid bit, diamond impregnated bit) and 5 formation categories, containing 3,000 drill bits and 15,000 drilling runs, which are associated via 9 tables.