虚拟镜子:利用数字孪生加速评估的协作

将数字化岩石信息与实验室数据相结合有助于为完井、EOR、碳捕获和封存、地热和其他领域的决策提供信息。

保罗·怀斯曼,特约编辑

作为石油和天然气公司在执行现场操作的同时使用虚拟双胞胎微调操作的工具,数字镜子继续显示出改进。

Core Lab哈里伯顿结合了各自独特的岩心样品评估方法,以加快流程并让生产商更深入地了解生产决策。

岩心分析测试是用于储层表征和决策的最古老的评估工具之一。近年来,核心实验室使用计算机断层扫描 (CT) 扫描将数据数字化,以进行分析和存档——从世界各地的陆上和海上油气田收集大量数据集。

与此同时,哈里伯顿将孔隙级数字成像和流体动力学相结合,以解决预测 IP 和 EOR 方法等行业挑战。然而,还需要对物理岩心样本进行实验室分析,这个过程可能需要几个月的时间。过去,物理和数字相结合的程序需要将物理岩心样本从一个实验室运输到另一个实验室。

哈里伯顿负责电缆和射孔的副总裁克里斯·特维斯 (Chris Tevis) 表示,虽然仅数字版本就可以帮助“测井校准解释并加速数据在静态或动态油藏模型中的使用”,但它仍然需要物理实验室分析最高准确度。几个月后进行实验室测试时,“这些结果将对原始日志的解释产生疑问。” 因此,客户越早快速查看数据,他们的基本日志解释和可靠性就越高。”

特维斯表示,将孔隙尺度成像与数值模拟相结合可以将实验的周转时间缩短至几天或几周,具体取决于岩石的复杂程度。

Core Lab 石油服务总经理 Joe Ramoin 表示,该公司将数字成像用于不同的目的。 

“我们正在研究可能影响岩心分析的总体岩心质量、基本岩性、潜在裂缝或非均质性,”他说。

Ramoin 认为,将两个工作流程结合起来是有意义的,因为“不能简化处理”。无需交换样品。您可以更有效地获得这两种解决方案。” 

为了加强两家公司的合作, Core Labs 和哈里伯顿公司于 10 月 9 日宣布,将在休斯敦开设一个联合空间,样品可以在两个实验室之间无缝流动。计划于今年十二月盛大开幕。

对速度的需求

此次合作的分水岭是美国碳捕集与封存 (CCS) 项目导致客户活动增加,而美国的数据许可和技术审查窗口很紧。哈里伯顿和 Core Lab 都明白,运营商需要可信的数字特殊岩心分析数据才能及时获得 CCS 许可证。 

“我们决定与 Core Lab 进行良好的合作,并结合我们各自的数据集以实现互补,”Tevis 说道。

窥视孔喉

特维斯说,微型 CT 和扫描电子显微镜系统以类似于医学 CT 扫描的方式收集数据。在现场,不同之处在于系统使用特殊的镜头来检查岩石孔隙,直径可达人类头发丝的十分之一。这一细节使操作员能够研究 CCS 中碳氢化合物、水和 CO 2的流动

然而,他说,最常见的是“解决毛孔和小门,或者连接毛孔的空间,称为孔喉”。从那里推断出观点。“关键是从孔隙尺度上升到测井尺度再到盆地尺度”,以便进行更完整的分析。

坚不可摧的数字孪生

Tevis 和 Ramoin 看到了在岩石和流体流动评估中使用数字孪生的好处。软件允许对一长串程序的策略进行无限制的数字测试,包括钻井和完井、压裂、生产和 EOR 选项,而且不会损害或改变任何实际的岩石样本。

Ramoin 看到了降低风险的巨大潜力,尤其是 EOR。“有时,”他指出,“客户希望使用不同的表面活性剂或不同的 EOR 机制进行可行性研究。快速模拟多种场景的能力有助于决策。” 

在实验室环境中,测试这些选项可能需要几个月的时间,而不是几天或几周的时间。

Ramoin 观察到,只有在现场才能知道真实结果,但数字测试可以将选择范围缩小到最有可能成功的方法。

特维斯说,知识产权也可以从这一过程中受益,“正如哈里伯顿在北达科他州威利斯顿盆地看到的那样。”

一位客户成熟的现场生产已变得有限。在对岩石进行成像并检查孔隙度和连通性后,生产商要求哈里伯顿对相对渗透率、毛细管压力和其他特性进行模拟。

特维斯说,测试表明,“不同的岩石层需要不同的采收技术,因此他们在一个部分使用初级采收液,在另一部分使用二次采收方法。” 这样,他们就能够显着提高产量。” 

为将来

虽然此次合作还处于早期阶段,但双方都对其可能性感到兴奋。借用经典电影《萨布兰卡》中的一句台词,这种伙伴关系“可能是一段美好友谊的开始。” 

Ramoin 表示,未来提供了机会,“或者通过将测量和建模数据结合在一起来实现持续发展。”他预见到独特的工作流程旨在通过结合数字和物理解决方案以及两家公司广泛的知识来降低风险。最终目标是评估客户的需求,“从而做出更好的决策并获得更好的油井。”

特维斯说:“当我们看到这种合作关系取得成功时,我认为它会扩展到客户需要我们的任何地方。目前我们的重点是北美,但我们看到这些市场和走向全球的机会相当容易。” 

这些市场将包括所有类型的石油和天然气活动,以及CCS、地热和其他能源以及与转型相关的钻探和生产。

原文链接/hartenergy

Virtual Looking Glass: Collaboration Speeding Evaluations with Digital Twins

Integrating digitized rock information with lab data is helping inform decisions in completions, EOR, carbon capture and storage, geothermal and other areas.

Paul Wiseman, Contributing Editor

The digital looking glass continues to show improvement as a tool for oil and gas companies simultaneously performing field operations while fine-tuning ops with virtual twins.

Core Lab and Halliburton combined their distinct methods of core sample evaluations to speed the process and give producers deeper insight into production decisions.

Core analysis testing is among the oldest assessment tools used in reservoir characterization and decision making. In recent years, Core Lab used computed tomography (CT) scans to digitize that data for analysis and archiving — collecting massive data sets from onshore and offshore oil and gas fields around the world.

At that same time, Halliburton combined pore scale digital imaging and fluid dynamics to address industry challenges such as predicting IP and EOR methods. However, laboratory analyses of physical core samples are also required—a process that can take several months. In the past, a combined physical and digital program required transporting a physical core sample from one laboratory to another.

Chris Tevis, vice president for wireline and perforating for Halliburton, said while the digital version alone could help with “log calibration interpretation and to accelerate the use of data in static or dynamic reservoir models,” it still requires physical lab analysis for the highest accuracy. By the time lab tests come in several months later, “those results will create questions about the original log interpretation. So, the earlier that a customer can get a quick look at data, the more it improves their base log interpretation and reliability.”

Tevis said combining pore scale imaging with numerical modeling can reduce the turnaround time on experiments to a few days or weeks depending on the complexity of the rock.

Joe Ramoin, Core Lab’s general manager for petroleum services, said the company uses digital imaging for different purposes. 

“We’re looking at overall core quality, basic lithology, potential fractures or heterogeneity—things that may impact core analysis,” he said.

Combining the two workflows made sense, in Ramoin’s estimation, because “it streamlines processing. There’s no need to trade samples. You get both solutions in a more efficient manner.” 

To enhance the two companies’ collaboration, announced Oct. 9, Core Labs and Halliburton are opening a joint space in Houston where samples can flow through both laboratories seamlessly. A grand opening is planned this December.

The need for speed

The watershed moment for this collaboration evolved from increased client activity due to carbon capture and storage (CCS) projects in the U.S., where there’s a tight window for permitting and technical review of data. Halliburton and Core Lab both understood that operators need trusted digital special core analysis data to obtain timely CCS permits. 

“We decided we could partner well with Core Lab and combine our respective datasets to complement each other,” Tevis said.

Peering into pore throat

Micro CT and scanning electron microscopy systems collect data in a manner similar to medical CT scans, Tevis said. In the field, the difference is that systems use special lenses that examine rock pores up to one-10th the diameter of a human hair. This detail allows operators to study the flow of hydrocarbons, water and CO2 for CCS.

Most often however, he said, “It’s about resolving the pores and the tiny doors, or spaces connecting the pores, known as pore throats.” From there the view is extrapolated. “The key is to move up from pore scale to log scale to basin scale,” for more complete analysis.

Indestructible digital twin

Tevis and Ramoin saw the benefits of using digital twins in rock and fluid flow assessments. Software allows for unlimited digital testing of strategies for a long list of procedures including drilling and completions, fracturing, production and EOR options—all without harming or altering any actual rock samples.

Ramoin sees tremendous potential for reducing risk, especially in EOR. “Sometimes,” he noted, “clients want to conduct feasibility studies with different surfactants or different EOR mechanisms. The ability to simulate multiple scenarios quickly helps with decision making.” 

In a lab environment, testing those options could take months rather than a few days or weeks.

Ramoin observed that only in the field will the true results be known, but digital testing can narrow down the choices to the methods with the greatest chance for success.

IPs can also benefit from the process, Tevis said — as Halliburton saw in North Dakota’s Williston Basin.

One client’s mature field production had become limited. After imaging the rock and examining the porosity and connectivity, the producer asked Halliburton to run simulations for relative permeability, capillary pressure and other properties.

Tevis said the test revealed “different layers of rock demanded different recovery techniques, so they used primary recovery fluids in one section and secondary recovery methods in another. With that, they were able to significantly improve production.” 

For the future

While this collaboration is in its early stages, both parties are excited about its possibilities. To borrow a line from the classic movie “Casablanca,” the partnership “could be the start of a beautiful friendship.” 

Ramoin said the future offers opportunities “for continued development by pulling measurements and modeling data together.” He foresees unique workflows designed to reduce risk by combining the digital and physical solutions, along with both companies’ extensive knowledge. The ultimate goal is to assess clients’ needs, “leading to better decisions and better wells.”

Tevis said, “As we see success in this partnership, I see it expanding to wherever our customers need us. Right now we’re focused on North America, but we see these markets and the opportunity going global quite easily.” 

Those markets would include all types of oil and gas activity, along with CCS, geothermal and other energy and transition-related drilling and production.