钻井创新日新闻

DrillDocs 提供人工智能井筒稳定性管理

DrillDocs 是一家数字页岩振动筛监测技术提供商,该公司首次使用计算机视觉技术自动检测 NCS 上的塌陷。DrillDocs 与 Aker BP 密切合作,在挪威大陆架 Fenris 油田钻井时,将 CleanSight 技术部署在 Noble Integrator 钻机上。在完成这项任务时,已监测了 12 个区块,总长超过 13,000 米,包括 16 英寸、12 英寸和 8 英寸区块。

CleanSight 系统采用专为危险环境设计的高规格 Axis Communications 摄像机。该技术具有板载处理能力,可进行实时图像分析。DrillDocs 的专利和专有图像处理算法可持续监控离开钻机页岩振动筛的材料。

此功能使该技术能够计算回收的固体的数量、形状和大小。CleanSight 提供的数据有助于做出更好、更快的决策,从而提高钻井性能、井孔稳定性和固体控制操作。

在引入 DrillDocs 技术之前,钻井人员只能通过目视检查定期监控页岩振动筛。这意味着,经常会错过偶尔出现的塌陷,而这些塌陷是潜在钻孔不稳定的早期预警。当工作人员意识到钻孔变得不稳定时,发生封堵事件(通常会导致钻柱卡在孔中)的风险已经很高了。

新方法使钻井队能够近乎实时地对井筒中发生的事件做出反应,大大降低了封堵风险以及卡管事件恢复过程中产生的非生产时间和成本。

原文链接/DrillingContractor
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DrillDocs delivers AI-enabled wellbore stability management

DrillDocs, a provider of digital shale shaker surveillance technology, has used computer vision technology to automatically detect cavings on the NCS for the first time. Working closely with Aker BP, DrillDocs’ CleanSight technology was deployed on the Noble Integrator rig while drilling in the Fenris field on the Norwegian Continental Shelf. At the time of the achievement, 12 sections had been monitored, totaling over 13,000 m, including 16½-inch, 12¼-inch and 8½-inch sections.

The CleanSight system uses high-specification Axis Communications cameras designed for hazardous environments. The technology features on-board processing capability for real-time image analysis. DrillDocs’ patented and proprietary image-processing algorithms continuously monitor material as it exits the rig’s shale shakers.

This capability allows the technology to calculate the amount, shape, and size of solids being recovered. The data provided by CleanSight enables better and faster decision making that can lead to enhanced drilling performance, borehole stability, and solids control operations.

Prior to the introduction of DrillDocs’ technology, shale shakers were only monitored on a periodic basis by drilling rig staff making visual inspections. This meant that sporadic cavings, which offer an early warning of potential borehole instability, were frequently missed. By the time crews realized that the borehole was becoming unstable, the risk of a pack-off event—which often leads to the drill string becoming stuck in the hole—was already elevated.

The new approach allows the drilling crew to react in near-real-time to events happening in the wellbore, significantly reducing the risk of pack-off and the non-productive time and costs incurred when recovering from stuck pipe events.