嘿 Siri,帮我完成那件事

技术、信任和跟踪记录可以将远程水力压裂和完井活动纳入运营商的工作流程中。

在这张照片中,可以看到石油和天然气田中的钻机。钻井和驾驶 ROV 等操作可以远程完成,这表明完井活动也可以远程完成。这项技术已经存在——而且接近准备就绪——但也需要一定的信任。来源:Shutterstock.com

HyFrac 技术手册

远程操作是水力压裂的未来吗?

钻井和驾驶 ROV 等操作可以远程完成,这表明完井活动也可以远程完成。这项技术已经存在——而且接近准备就绪——但也需要一定的信任。

ShearFRAC 首席运营官汤姆·约翰斯顿 (Tom Johnston) 告诉 Hart Energy:“我认为该行业即将发生的真正重大事件将是这些远程操作中心。”

具有地质导向背景的约翰斯顿说,地质导向专家可以远程监控或操作多个同时进行的钻井作业,而定向钻机也可以处理多个井。操作过程中只需要几个人在钻探现场监视事物并处理设备的维护即可。

“当你去完成小组时,他们都只是坐在那里,仍在[亲自]做这件事。“没有必要这样,”他说。“如果我们可以远程钻孔,我们就可以远程完成,一点问题都没有。”

现场和场外

远程操作(无论是钻井还是完井)自动化所必需的技术之一。人工智能在自动化领域发挥着越来越重要的作用。

ShearFRAC 的 FracBRAIN 完井可视化平台采用压力、支撑剂浓度、流体和化学速率测量来计算模拟裂缝表面积。速率和支撑剂的变化会改变储层中的裂缝强度和裂缝数量,从而影响完井效果。

Johnston 表示,FracBRAIN 可以帮助完井团队缓解筛选或流量受限等问题,并对后续完井进行渐进式改进。FracBRAIN 使用人工智能来实现这一目标。

对于平台上的第一口井,ShearFRAC 团队将确保现场数据车(目前平均一次可处理四口井)中的专家可以使用 FracBRAIN 的相关数据,以及场外专家。

“最初的垫子要在那里呆三、四、五天,之后的每个垫子都要呆几天,”约翰斯顿说。

这有助于培训现场团队“确保他们了解他们正在寻找什么,他们需要我们提供什么,”他补充道。

除此之外,“这里是反馈循环,然后一切都是远程的,”他说。

约翰斯顿说,在加拿大完井应用中,泵操作员可以现场访问该平台,顾问使用它与泵操作员远程工作。他补充说,这种方法“提高了每个人的效率,因此他们可以使用多个数据库”。

压裂信息有时通过 Starlink(由 SpaceX 运营的卫星连接的宽带互联网)传输到云端。

“需要互联网。“这就是计算能力,”他说。“我们不仅能够与那里的人们一起在现场工作,而且因为我们系统的显示部分非常轻量级,所以它可以从那里抓取数据,将其发送到云端,AWS [亚马逊网络服务]将计算所有内容,然后将其发送回我们的网站,延迟大约三秒。“这使您可以坐在这里进行跟踪,并且您只比德克萨斯州油井中发生的情况落后三秒钟。太棒了。”

“划草”

约翰斯顿表示,该公司已经使用示踪剂数据、微震和光纤以及生产数据校准了测量结果,他说这些测量结果看起来就像 FracBRAIN 界面上的绿草。

“如果你能把草种得更高,你的井就会更好,”他说。“有大量证据表明测量是真实的、超非侵入性的、超便宜的。” 最后我们也会得到生产数据。我们正在证明这里发生的一切都与生产机会相关。”

约翰斯顿说,在监控水力压裂作业时,Sheari 的 racBRAIN 人工智能助手是苹果人工智能助手 Siri 的翻版,它可以根据压力模式中的数据提出更改建议。

但在未来,这可能会实现自动化。例如,Sheari 建议将数据车中的 ping 速率提高 1 桶/分钟,当地专家检查操作值并找出额外的 1 桶/分钟来自何处。

“没有理由必须从电脑到他,从他到屏幕才能改变它。这些泵已经非常智能了,”他说。“因此,现在泵操作员不必这样做,他们只需说一个桶,它就会自动平衡它们。”

信任问题

约翰斯顿说,这种自动化是可能的。但业绩记录和信任尚未实现。

他说,“需要更多一点经验”以确保不存在安全问题。

通过自动化,顾问不必担心风险缓解和管理细节。相反,约翰斯顿说,顾问可以专注于“尽可能做到最好”。

剪切FRAC 2
FracBRAIN 考虑了岩石如何破碎,这受地质和地质力学应力的影响。在右下图中,绿草状的尖刺越高,井就越好。来源:ShearFRAC) 

他说,这种能力已经很接近了。他补充说,必须编写一些代码,但这是最简单的部分。更困难的部分是信任。

“这和我们围绕特斯拉和自动驾驶进行的对话是一样的,对吧?”他问道。这种犹豫与事情出错时有关。“就发生了这样的事件,那辆车是自动驾驶的,有人睡在方向盘后面,轧死了一只狗。到底是谁的错呢?特斯拉的错?是司机的错吗?是狗的错吗?这就是问题所在。”

约翰斯顿相信远程完成的未来已经很近了。

“我认为,能够坐下来从其他地方跟踪这些油井对我们来说真的很强大。它的效率要高得多,”他说。“我们正在与最大的公司就如何实现这一目标进行对话。”

原文链接/hartenergy

Hey Siri, Complete That Well for Me

Technology, trust and a track record could vault remote fracking and completions activities into operators’ workflows.

In this photo, a drilling rig can be seen in an oil and gas field. Operations such as drilling wells and piloting ROVs can be done remotely, which suggests that completion activities could be, as well. The technology exists—or is close to ready—but it takes some trust, as well. (Source: Shutterstock.com)

HyFrac Techbook

Are remote operations the future of hydraulic fracturing?

Operations such as drilling wells and piloting ROVs can be done remotely, which suggests that completion activities could be, as well. The technology exists—or is close to ready—but it takes some trust, as well.

“I think a really big deal in the industry coming up is going to be these remote operating centers,” ShearFRAC COO Tom Johnston told Hart Energy.

A geosteering expert can remotely monitor or operate multiple simultaneous well-drilling operations while directional drillers can also handle multiple wells, said Johnston, who has a geosteering background. Operations would just take a few people at the drill site to keep an eye on things and handle maintenance of equipment.

“Then you go to the completion squad, and they’re all just sitting out there, still doing it [in person]. That doesn’t need to be,” he said. “If we can do drilling remotely, we can do completing remotely, no problem at all.”

On-site and off-site

One of the technologies necessary for remote operations—whether for drilling or completions—is automation. And AI is increasingly playing a role in automation.

ShearFRAC’s FracBRAIN completions visualization platform takes pressure, proppant concentration, fluid and chemical rate measurements to calculate the simulated fracture surface area. Changes to rate and proppant change the fracture intensity and number of fractures in the reservoir, which influence completion effectiveness.

Johnston said FracBRAIN can help completions teams mitigate problems such as screening out, or restricted flow, as well as make incremental improvements on subsequent completions. FracBRAIN uses AI to accomplish this.

For an initial well on the pad, ShearFRAC’s team will make sure the relevant data from FracBRAIN is available to experts in an on-site data van (which can currently handle an average of four wells at a time), as well as to off-site experts.

“We stay there three, four, five days for the initial pad and a couple of days for every pad beyond that,” Johnston said.

That helps train the on-site team “to make sure they understand what they’re looking at, what they need from us,” he added.

Beyond that, “there’s the feedback loop, and then it’s all remote,” he said.

In Canadian completion applications, pump operators have access to the platform on site and consultants use it to work remotely with the pump operators, Johnston said. The approach creates “more efficiency per person so they can work several databases,” he added.

Frac information is transmitted to the cloud, sometimes by Starlink, the broadband Internet linked by satellites operated by SpaceX.

“We need the internet. That’s the computing power piece,” he said. “Not only are we able to work on location with the people there, but because the display piece of our system is super lightweight, it’ll grab the data from there, shoot it to the cloud, AWS [Amazon Web Services] will calculate everything, shoot it back to our website” with about three seconds of delay. “That allows you to sit here and track and you’re only three seconds behind what’s going on location in those Texas wells. It’s pretty awesome.”

‘Grow the grass’

Johnston said the company has calibrated measurements—which he said look like green grass on the FracBRAIN interface—using tracer data, microseismic and fiber optics with production data.

“If you’re able to grow the grass higher, your wells are better,” he said. “We’ve got a lot of evidence showing that the measurement is real, super non-invasive, super cheap. And then we get the production data at the end, as well. We’re proving that whatever is happening here is correlating to production opportunity.”

And while monitoring fracking operations, Sheari—FracBRAIN’s AI assistant is a riff on Apple’s AI assistant Siri—can recommend changes based on data in the pressure pattern, Johnston said.

But in the future, that could be automated. For example, Sheari’s recommendation to increase the rate by 1 bbl/minute pings in the data van and a local expert checks operating values and figures out where that extra 1 bbl/minute will come from.

“There’s no reason why it should have to go from a computer to him, from him to the screen to change it. Those pumps are already really smart,” he said. “So, rather than the pump operator having to do it nowadays, they can just say one barrel and it will automatically balance them.”

Trust issues

That kind of automation is possible, Johnston said. But the track record and trust aren’t there yet.

“We need a little bit more experience” to ensure there are no safety issues, he said.

With automation, the consultant doesn’t have to worry about risk mitigation and administration details. Instead, Johnston said, the consultant could focus on “just making that well as good as it could possibly be.”

ShearFRAC 2
FracBRAIN takes into account how the rock breaks, which is affected by geology and geomechanical stress. In the lower right graph, the higher the green grass-like spikes, the better the well. (Source: ShearFRAC

And that capability is close, he said. Some code has to be written, but that’s the easy part, he added. The harder part is trust.

“It’s the same conversation we’re having around Tesla and automatic driving, right?” he asked. The hesitation relates to when things go wrong. “What happens, that one incident where that car is automatically driving, and someone’s sleeping behind the wheel and runs over a dog. Whose fault is it? Tesla’s fault? Is it the driver’s fault? The dog’s fault? That’s the problem.”

And Johnston believes the future with remote completions is close.

“I think it’s really powerful for us to be able to sit back and track those wells from somewhere else. It’s much more efficient,” he said. “We’re in conversations with the biggest company on how to make that work.”