在流行病中解决问题:如何创建新的工作流程提高远程核心描述的质量和及时性

W. Mills, Kate Al Tameemi, Grant Cole, C. Gill, Lucy Manifold, Graeme Petrie, Jonathan Dietz
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引用次数: 0

摘要

COVID-19大流行限制了全球旅行和使用核心设施。然而,通过采用创新的远程岩心描述工作流程,可以避免和减轻重要储层表征研究的潜在延迟。利用高分辨率岩心照片、CT扫描和CCA数据,对阿布扎比陆上一口井中新世中期超过1700英尺的岩心进行了描述。对气藏的非均质、混合岩性沉积物进行了详细(1:20ft比例尺)描述。开发工作流的目的不是试图复制现场核心描述的过程,而是创建一个可以远程执行的工作流,同时保持技术标准。理想情况下,我们希望找到一种解决方案,通过从一开始就整合更多的数据,从而有可能提高核心描述的整体质量。该工作流使用矩阵为每个芯层的描述生成置信度分数。岩心条件等因素对岩心信息的提取影响很大。置信度评分用于决策,例如是否有必要对核心进行亲自审查,特别是在核心条件低于合理阈值的情况下。这有助于优先考虑审查的核心间隔,确保核心存储的时间集中,并允许评估远程描述的准确性和可靠性。四阶段工作流程总结为:白光(WL),紫外线(UV)和计算机断层扫描(CT)核心图像的图像提取。数字图表创建、岩心到测井曲线的位移和样本选择:电缆数据、CCA数据和岩心图像加载的岩心图像用于确定岩心到测井曲线的位移所选择的薄片、SEM和XRD样本远程岩心描述:使用所有岩心图像、CCA和电缆数据进行远程岩心描述,薄片、SEM和XRD数据用于在可用时对描述进行细化。使用阶段3的结果,选择核心间隔进行亲自审查。区间包括那些远程描述与岩石学数据不匹配的区域,或者置信度较低的区域。审查结束后,最终确定了图表并对数据导出进行了质量检查。使用这一工作流程,可确保在大流行期间继续开展重要研究工作。这种方法对未来的研究具有持续的价值,因为它提高了效率,并且在亲自查看岩心之前,在岩心描述中考虑了更多的数据;它已被用于最近的研究,取得了巨大的成功。这种方法的另一个好处是减少了在核心仓库的时间,降低了潜在的HSE风险,并有助于管理繁忙设施中的核心仓库可用性。
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Problem-Solving in a Pandemic: How the Creation of a New Workflow Improved the Quality and Timeliness of Remote Core Descriptions
The COVID-19 pandemic limited global travel and access to core facilities. However, by adopting an innovative remote core description workflow, potential delays to an important reservoir characterisation study were avoided and mitigated. Over c.1700ft of middle Miocene core from an Onshore well in Abu Dhabi was described using high-resolution core photos, CT scans and CCA data. Detailed (1:20ft scale) descriptions of heterogeneous, mixed lithology sediments from a gas reservoir were produced. The aim when developing the workflow was not to try and replicate the process of in-person core description, but to create a workflow that could be executed remotely, whilst maintaining technical standards. Ideally, we wanted to find a solution that also had the potential to improve the overall quality of core description, by integrating more data from the onset. The workflow used a matrix to generate a confidence score for the description of each cored interval. Factors such as core condition were considered, which highly influences the extractable core information. The confidence score was used to make decisions, such as whether an in-person review of the core was necessary, especially where core condition was below a reasonable threshold. This helped prioritise cored intervals for review, ensuring time in the core store was focused, and allowed accuracy and reliability of the remote description to be assessed. The 4-phase workflow is summarised as: Image extraction of white light (WL), ultraviolet (UV) and computed tomography (CT) core images. Digital chart creation, core-to-log shifts and sample selection: Wireline data, CCA data and core images loaded Core images used to determine core-to-log shifts Thin section, SEM and XRD samples selected Remote core description: Conducted using all core imagery, CCA and wireline data Thin section, SEM and XRD data were used to refine the description when they became available A confidence score was given to each cored interval QC and finalization: Using the results from phase 3, a selection of cored intervals for in-person review was made. Intervals included those with a poor match between remote description and petrographic data, or areas with a low confidence score. Following the review, charts were finalised and quality-checked for data export Using this workflow, ensured work on an important study could continue during the pandemic. Such an approach has continued value for future studies as it increases efficiency and accounts for more data to be considered in core description prior to viewing the core in-person; it has been used on recent studies with great success. Another benefit to this approach is that less time in the core store is required, reducing potential HSE risks and helping to manage core store availability in busy facilities.
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