井完整性/控制

BOP压力图分析方法采用计算机视觉技术

本文提出了一种人工智能在计算机视觉领域的新应用,用于自动提取防喷器压力图表数据,结果表明该方法具有显著的效率提升和较高的投资回报率。

图 1'压力图详情。
图 1'压力图详情。
来源:SPE 222116。

防喷器(BOP)系统至少每14天需要进行一次检查,并通过压力测试来确保其状态良好。目前,该测试需要手动解码机械压力-心率记录仪中的压力-心率数据,这是一个耗时的过程。本文介绍的解决方案通过捕获压力图表的图像并利用人工智能(AI)图像分析技术进行解码,实现了该过程的自动化。

计算机视觉在压力读数中的应用

在防喷器压力图分析中,计算机视觉将传统上需要人工且容易出错的压力图数据解码工作转变为自动化、高精度的操作。该系统集成了多种计算机视觉技术,确保从压力图中提取准确高效的数据,从而简化了整个流程。

防喷器压力曲线图。防喷器压力曲线图是钻井作业中用于监测压力随时间变化的重要工具。

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Well integrity/control

BOP Pressure-Chart Analysis Approach Uses Computer Vision Technology

This paper presents a novel application of artificial intelligence in computer vision for automating blowout-preventer pressure-chart-data extraction, demonstrating significant efficiency gains and a high return on investment.

Fig. 1—Pressure-chart details.
Fig. 1—Pressure-chart details.
Source: SPE 222116.

Blowout-preventer (BOP) systems require inspection at least every 14 days, with a pressure test conducted to ensure their condition. This test currently involves manually decoding pressure‑chart data from a mechanical pressure‑chart recorder, a time-consuming process. The solution described in this paper automates this process by capturing the image of the pressure chart and decoding it using artificial-intelligence (AI) image analysis.

Computer Vision for Pressure Readings

In BOP pressure-chart analysis, computer vision transforms the traditionally manual and error-prone task of decoding pressure-chart data into an automated and precise operation. The system integrates various computer vision techniques to ensure accurate and efficient data extraction from pressure charts, streamlining the entire process.

BOP Pressure Chart. The BOP pressure chart is a critical tool used in drilling operations to monitor pressure changes over time.

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