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AUTOMATED BREAKOUT DETECTION CURRENT POSSIBILITIES AND THEIR BENEFIT FOR WELLBORE STABILITY PREDICTION

机译:自动故障检测当前可能性及其对井眼稳定性预测的好处

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This paper presents an algorithm for the automaticdetection of borehole breakouts and breakoutparameters (orientation, width) from wellbore images,and experience gained from different case studies. Thecreation of borehole breakouts depends on the in-situEarth stresses, the wellbore geometry, the annularpressure and the strength of the formation rock.Therefore, breakout analysis provides a means toconstrain stress magnitudes and orientation as well asthe rock strength, which are necessary prerequisites topredict wellbore stability.The algorithm is suitable for implementation in realtimewellbore stability systems and allows to monitoronly the breakout existence or non-existence andorientation (fast algorithm) and also to calculate thebreakout width (complex algorithm) to re-calibrate thepressure window (in particular, the shear failuregradient) if necessary.We show examples of electrical and density imageswith different resolution on which the algorithm wasapplied. The algorithm’s capabilities as well asoperating constraints are highlighted. Test runs provethat the breakout existence or non-existence andorientation can be delivered even from low-resolutionlogging while drilling (LWD) images, whichsignificantly improves real-time wellbore monitoringcapabilities. Still challenging is the calculation of thebreakout width by mathematical functions. Signalprocessing routines such as filtering and intelligentaveraging algorithms help to assign higher certainties tothe automatically calculated width.
机译:本文提出了一种自动算法 检测井眼突围和突围 井眼图像中的参数(方向,宽度), 以及从不同案例研究中获得的经验。这 井眼破裂的产生取决于原位 土应力,井眼几何形状,环形 压力和岩层的强度。 因此,突破分析提供了一种方法 限制应力的大小和方向以及 岩石强度,这是必要的先决条件 预测井眼稳定性。 该算法适合实时实施 井眼稳定系统,并允许进行监控 只有突破存在或不存在, 方向(快速算法)并计算 突破宽度(复杂算法)以重新校准 压力窗口(特别是剪切破坏) 渐变)(如果需要)。 我们展示了电图像和密度图像的示例 具有不同分辨率的算法 应用。该算法的功能以及 突出显示了操作限制。试运行证明 突破存在或不存在,以及 即使从低分辨率也可以实现定向 随钻记录(LWD)图像 大大改善了实时井眼监控 能力。仍然具有挑战性的是计算 突破宽度由数学函数决定。信号 处理例程,例如过滤和智能 平均算法有助于赋予更高的确定性 自动计算的宽度。

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