人工智能讲述的故事:电缆工作人员是石油、天然气领域的“广为人知的英雄”

从机器狗到油井干预再到人工智能,西方石油公司的 Shauna Noonan 希望重新构建叙事,以吸引人才进入石油和天然气行业。

德克萨斯州伍德兰兹——从检查技术到油井干预,技术正在重塑石油和天然气行业的工作方式。也许有一天,科技可以在石油和天然气创新史上代写自己的故事。

对于西方石油公司研究员兼国际和墨西哥湾供应链高级总监 Shauna Noonan 来说,有效地讲述该行业技术的故事(无论是机器人检查还是令人印象深刻的井眼作业)至关重要吸引新鲜人才加入该行业。

3 月 21 日,努南在伍德兰兹举行的 SPE/ICoTA(干预和连续油管协会)油井干预会议暨展览会上的主题午餐会上表示,“现在是重新构建油井干预叙述的时候了”。

技术一直在开启新的可能性:3D 打印机可以制造食物,这曾经是一个科幻想法,她说。现在可以用机器人取代一些油田工人。甚至可以通过人工智能 (AI) 用技术本身来讲述新技术和奇妙技术的故事。

Training Spot,机器狗

西方石油公司的艾默生·托洛萨
在 Woodlands 举行的 SPE/ICoTA 油井干预会议和展览会的午餐会上,西方石油公司的 Emerson Toloza 指出了 Spot 上的检查传感器。(来源:Jennifer Pallanich/Hart Energy)

西方石油公司一直在尝试使用波士顿动力公司开发的机器狗 Spot 来对陆上和海上设施进行目视检查和排放检测。

“我们的传感器可以看到我们看不到的东西,也可以看到我们能看到的东西,”努南说。

艾默生·托洛扎 (Emerson Toloza) 是西方公司的机器人专家,也是 Spot 的操作员之一。像大多数狗一样,斑点必须接受训练。

“您首先手动走过平台设施。你教它你想要它寻找什么,”他说。

现在 Spot 能够进行目视检查和排放检测,并使用不同类型的传感器和记录设备。

“自主检查,这是我们的目标,”托洛萨说。

他说,到目前为止,Spot 的现场试验取得了成功。

西方公司正在扩大其机器狗的规模。努南表示,运营商已从波士顿动力公司购买了额外的 Spot,用于直接空中捕获 (DAC) 设施。

“其中一个工厂占地超过 60 英亩。它们很大,”努南说。“为了进行适当和及时的检查,我们实际上还购买了几个”机器人。

“石油和天然气领域的无名英雄”

谷歌并没有让井干预听起来像是一个有趣的职业。

努南表示,改变油井干预技术的叙述将有助于吸引下一代人才。

作为一项实验,她检查了两个来源的有线干预的定义。

首先是谷歌,它给出了一个准确而乏味的定义。谷歌尽职尽责地报告说,干预可以延长生产井的寿命。

ChatGPT 是一个人工智能 (AI) 界面,可以回答文本问题并生成自然语言回答。

ChatGPT 将有线干预描述为试图在地下深处穿入一根针,但针是侧向且扭曲的。

努南说:“这不仅仅是将绳索降低到井眼的问题,这就像蒙着眼睛试图驾驶一艘船穿过雷区一样。” “工作人员必须应对井眼中的曲线、角度和偏差,这些曲线、角度和偏差可能导致钢丝扭结、弯曲甚至断裂。”

最后,ChatGPT 的版本表明,有线工作人员是“石油和天然气行业的无名英雄”。

简而言之,她说:“GPT 明白了。”

她说,新的人工智能技术的部分作用是可以在井眼中完成许多不同的事情。

“有趣的是,即使是我们行业的人也没有意识到你所从事的工作有多么复杂和先进,以及有多么具有挑战性,”努南说。“这就是我们需要走出去的故事。”

随着这个故事的传播,她希望谷歌的定义将演变为:“通过使用先进技术自主安全地进入复杂井眼,以最小的环境影响延长生产井的寿命。”

其中一些先进技术可能是 Spot 的变体。

“为什么我们不能有一个迷你点来进入我们的井眼来处理堵塞物?”她问道。

原文链接/hartenergy

A Tale Told by AI: Wireline Crews the ‘Unsung Heroes’ of Oil, Gas

From robotic dogs to well interventions to AI, Occidental Petroleum’s Shauna Noonan wants to reframe the narrative to attract talent to the oil and gas industry.

THE WOODLANDS, Texas — Technology is remaking how the oil and gas industry gets things done, from inspection techniques to well interventions. And perhaps tech could one day ghostwrite its own story in the annals of oil and gas innovation.

For Shauna Noonan, Occidental Petroleum’s Fellow and Senior Director for International and Gulf of Mexico Supply Chain, effectively telling the story of that technology in the industry—whether it’s robotic inspections or the impressive operations in a wellbore— is essential to attract fresh talent to the industry.

“It’s time to reframe the well intervention narrative,” Noonan said on March 21 during a keynote luncheon at the SPE/ICoTA (Intervention and Coiled Tubing Association) Well Intervention Conference and Exhibition in The Woodlands.

Technology is opening new possibilities all the time: 3D printers can make food, something that was once a sci-fi idea, she said. It’s now possible to replace some oilfield workers with robots. Even scripting the tale of new and fantastic technologies can be told with technology itself, via artificial intelligence (AI).

Training Spot, the robotic dog

Occidental’s Emerson Toloza
Occidental’s Emerson Toloza points out inspection sensors on Spot during a luncheon at the SPE/ICoTA Well Intervention Conference and Exhibition in The Woodlands. (Source: Jennifer Pallanich/Hart Energy)

Occidental has been trialing the use of Spot, a robot dog developed by Boston Dynamics, for visual inspections and emissions detection at onshore and offshore facilities.

“He’s sensor-ed up to see things we can’t see, and also to see things we can see,” Noonan said.

Emerson Toloza, a robotics specialist at Occidental, is one of Spot’s handlers. Like most dogs, Spot had to be trained.

“You first manually walk through the platform facility. You teach it what you want it to look for,” he said.

Now Spot’s capable of doing visual inspections and emissions detections, and it uses different types of sensors and recording equipment.

“Autonomous inspections, that’s our goal,” Toloza said.

So far, Spot’s field trial has been a success, he said.

Occidental is expanding its robotic dog pack. Noonan said the operator had purchased additional Spots from Boston Dynamics for direct air capture (DAC) facilities.

“One of those plants has over a 60-acre footprint. They're massive,” Noonan said. “In order to do proper and timely inspections, we've actually purchased a couple more” robots.

‘The unsung heroes of oil and gas’

Google doesn’t make well intervention sound like an interesting career.

Noonan said changing the narrative of technology in well intervention will help draw in the next generation of talent.

As an experiment, she checked for definitions of wireline intervention with two sources.

First, Google, which produced a definition that was accurate and boring. Google dutifully reported that intervention prolongs the life of producing wells.

Enter ChatGPT, an artificial intelligence (AI) interface that responds to text questions and generates natural language responses.

ChatGPT variously described wireline intervention as trying to thread a needle deep underground — but a needle that is on its side and twisting.

“It’s not just a matter of lowering the wire down the wellbore, it’s like trying to steer a ship through a minefield while blindfolded,” Noonan said. “The crew has to contend with curves, angles and deviations in the wellbore that can cause the wire to kink, buckle or even break.”

In the end, ChatGPT’s version suggested that wireline crews are “the unsung heroes of the oil and gas industry.”

In short, she said, “ChatGPT gets it.”

Part of what that new AI technology gets, she said, is how many different things can be done in wellbores.

“The interesting thing is even people in our own industry don’t realize how complex and advanced and how challenging of a job you have,” Noonan said. “That’s the story we need to get out there.”

And as that story spreads, she hopes the Google definition will evolve to: “Extending the life of producing wells with minimal environmental impact by using advanced technology to safely enter complex wellbores autonomously.”

And some of that advanced technology could be a variation on Spot.

“Why can’t we have a mini-Spot to go into our wellbores to deal with plugs?” she asked.