Andium 的热甲烷技术让油田走出黑暗时代,走向黄金未来

Andium 创始人兼首席执行官 Jory Schwach 凭借其 AI 热像仪,让油田摆脱了使用复写纸监测油罐液位的黑暗时代。现在,在完成公司最新一轮融资后,他预计公司将实现更大增长。


油田作业长期以来一直使用过时的手动方法来测量油箱液位,例如使用仪表并在复写纸上记下读数,就像检查汽车中的油一样。

科技公司 Andium 着手解决该行业的突出问题。

Andium 由 Jory Schwach 创立,于 2014 年开始开发使用热像仪监测油气罐液位的系统。现在,得益于成像和人工智能领域的进步,Andium 还可以通过一套摄像头、传感器和软件来帮助追踪甲烷和二氧化碳的排放。

业界已注意到了这一点。

Andium 拥有 25 个付费客户,包括SolarisConocoPhillipsChord Energy和澳大利亚的Origin等主要参与者。该公司最近完成了由Aramco Ventures领投的 2170 万美元 B 轮融资,使该公司的总融资额超过 4000 万美元。

Andium 的最初想法源自 Schwach 的研究生学习,当时他参与了一个使用摄像头控制交通信号灯路口的项目。Schwach 设想使用热像仪为石油和天然气行业开发类似的技术。

“热量的二阶导数用于测量热量的变化率,它因油、水、石蜡和沙子而异,”施瓦赫说。“当我们开始在 50 英尺外的热像仪上对油箱壁进行模型训练时,我们就能检测到这些差异。”

到 2018 年,他们已准备好在现场测试他们的产品。与BP 的试点测试标志着该公司正式进入能源市场。结果令人印象深刻,BP 立即订购了 250 台摄像机,随后在第二轮测试完成之前又订购了 300 台摄像机。

随着 Andium 继续开发其技术,该公司将更多传感器集成到系统中以实现更大的规模。其解决方案不仅通过减少现场访问节省了操作员的时间和金钱,而且还通过确保火炬引燃器保持点燃状态来帮助减少甲烷排放。

Andium 使用自动驾驶汽车中的 AI 处理器来管理油箱液位并监控燃烧情况。通信技术也变得更便宜,使 Andium 能够摆脱远程无线电,转而使用支持多运营商的蜂窝网络来实现更可靠的通信。

施瓦赫表示,特斯拉首席执行官埃隆·马斯克间接帮助 Andium 取得了关键突破。当马斯克决定不在自己的汽车上使用激光雷达技术时,芯片公司不得不想出新的解决方案。

Andium 的新方法带来了更高效、更灵敏的系统。新传感器可以更好地检测热量,并将 AI 直接与传感器组件集成,实时提供原始视觉和热量数据。现在,Andium 可以将甲烷与二氧化碳等其他物质区分开来让操作员能够准确跟踪泄漏。

尽管公司经历了快速增长,但 Schwach 指出,最大的挑战是管理基础设施和不断更新 AI 模型。然而,这些挑战对于开发强大、可扩展的生态系统至关重要。

“这样做的好处是,由于你可以访问所有信息,所以网络出现任何问题都可以解决,”他说,“但缺点是,所有问题都是你的问题。如果网络中断,因为蜂窝网络实际上中断了,那就是你的问题。因此,挑战之一是建立业务,你必须通过解决这些问题来赢得信任。”

Andium 的技术现在为操作员提供具有实时流媒体功能和与 SCADA 系统集成的定制仪表板。Schwach 表示,即将推出的最令人兴奋的功能之一是能够回放和查看数据,不仅可以针对单个单元,还可以针对整个区域,从而创建事件的综合视图。

“以前我们监控的是图像,现在我们监控的是视频,通过监控视频我们可以追踪事物,”施瓦赫说。“我们非常接近能够准确量化甲烷,我们之所以能够量化甲烷,是因为我们能够追踪它。”

Schwach 认为 Andium 的技术将进一步扩展到石油和天然气业务领域。

他说:“在未来 12 个月内,我们将看到人工智能的效率达到今天的四倍,这意味着泄漏会更小。”“下一个挑战是监测井口,甲烷排放是一个重大问题。”

“这不再只是相机的问题了;我们需要新的传感器来解决这些新出现的问题。你认为它是相机,但它不是,它真的就像是能够不断改进你正在做的所有不同事情的能力。”

甲烷监测
Andium 摄像机最初用于监测油气储罐液位,但它也能监测甲烷等排放物。  (来源:Andium)
评论

添加新评论

此对话根据 Hart Energy 社区规则进行。请在加入讨论前阅读规则。如果您遇到任何技术问题,请联系我们的客户服务团队。

富文本编辑器,评论字段
原文链接/HartEnergy

Andium’s Thermal Methane Tech Takes Oilfield from Dark Age to Golden Future

Andium Founder and CEO Jory Schwach took the oilfield out of the dark ages of using carbon paper to monitor tank levels with his AI thermal camera. Now he foresees more growth after completing the company’s latest funding round.


Oilfield operations have long used outdated, manual methods for measuring tank levels, such as using a gauge and jotting down readings on carbon paper, much like checking oil in a car.

Tech company Andium set out to fix the industry’s glaring problem.

Founded by Jory Schwach, Andium began developing a system using thermal cameras to monitor oil and gas tank levels in 2014. Now, thanks to advances in imaging and AI, Andium can also help track methane and CO2 emissions with a package of cameras, sensors and software.

And the industry has taken notice.

Andium has 25 paying customers including major players like Solaris, ConocoPhillips, Chord Energy and Origin in Australia. It recently closed a $21.7 million Series B funding round led by Aramco Ventures, which brought the company’s total funding to over $40 million.

The initial idea for Andium came from Schwach’s graduate studies, where he worked on a project using cameras to control traffic light intersections. Schwach envisioned using thermal cameras to create a similar technology for the oil and gas industry.

“The second derivative of heat, which measures the rate of change of heat, varies for oil, water, paraffin and sand,” Schwach said. “When we started training models on a tank wall with a thermal camera 50 feet away, we could detect these differences.”

By 2018, they were ready to test their product in the field. A pilot test with BP marked the company’s official entry into the energy market. The results were so impressive that BP immediately ordered 250 more cameras, followed by another 300 cameras before the second run had even finished.

As Andium continued to develop its technology, the company integrated more sensors into the system for more scale. Its solution not only saved operators time and money by reducing field visits, but it also helped mitigate methane emissions by ensuring flare pilots remained lit.

Andium used the AI processor found in self-driving cars to manage oil tank levels and monitor flaring. Communications technology also became cheaper, allowing Andium to move away from long-range radio and use cellular networks with multi-carrier support for more reliable communication.

Schwach said Tesla CEO Elon Musk indirectly helped Andium make a key breakthrough. When Musk decided not to use Lidar technology in his vehicles, chip companies had to come up with new answers.

Andium’s new approach led to a more efficient and sensitive system. The new sensors allowed for better heat detection and integrated AI directly with the sensor package, providing raw visual and heat data in real time. Now Andium could tell methane apart from other substances like CO2, allowing operators to track leaks accurately.

While the company has experienced rapid growth, Schwach notes that the biggest challenges have been managing infrastructure and continuously updating AI models. These challenges, however, have been instrumental in developing a robust, scalable ecosystem.

“The benefit of that is that any problem that comes up in networking is one that you can solve, since you have access to everything,” he said. “But the downside is that every problem is your problem. If the network goes out because the cellular network actually goes out, that is your problem. So one of the challenges is in building the businesses and you have to gain your trust by solving these problems.”

Andium’s technology now offers operators a customized dashboard with live-streaming capabilities and integration with SCADA systems. One of the most exciting upcoming features, said Schwach, is the ability to rewind and review data, not just for individual units but for an entire area, creating a composite view of an incident.

“It used to be that you monitored images … now we monitor video, and allowing us to monitor video allows us to track things,” Schwach said. “We’re very close to being able to accurately quantify methane, and the reason we can quantify methane is that we can track it.”

Schwach sees Andium’s technology expanding further into oil and gas operations.

“Over the next 12 months, we’ll see four times the efficiency of the AI that we do today, which could mean seeing smaller leaks,” he said. “The next challenge is monitoring wellheads, where methane emissions are a significant concern.

“It’s not just about cameras anymore; we need new sensors to address these emerging problems. You think it’s a camera and it’s not, it’s really like the ability to continuously evolve all of the different things you’re doing.”

methane monitoring
Originally meant to monitor oil and gas tank levels, the Andium camera is also able to monitor emissions such as methane. (Source: Andium)
Comments

Add new comment

This conversation is moderated according to Hart Energy community rules. Please read the rules before joining the discussion. If you’re experiencing any technical problems, please contact our customer care team.

Rich Text Editor, Comment field