技术趋势:人工智能增加数据中心的能源需求

在本月的技术趋势中,配备人工智能的新技术走在最前沿,因为它们有助于安全和地震故障检测。此外,独立承包商 Stena Drilling 开始升级其 Evolution 钻井船。

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      技术趋势 04-08-24

      Jaxon Caines,Hart Energy 技术记者:欢迎来到 Hart Energy 的技术趋势。我是主持人 Jaxon Caines,今天我们将讨论一系列新技术,从电气化到人工智能辅助地震解释,再到人工智能的运作原理。

      安讯士的 EPIC RIG

      JC:随着能源行业继续向可持续运营迈进,各公司正在加强对解决方案电气化的关注。最新的例子之一是Axis Energy的 EPIC RIG。

      上个月 [2024 年 3 月],Axis 推出了 EPIC RIG,这是一款全电动油井服务钻机。

      该钻机由西方石油公司部署,可以完全依靠电网电力运行,从而减少排放并提高燃料灵活性。  

      它还配备了内置可编程逻辑控制器系统,可与 Axis CORE 平台配合使用,为钻机操作员提供精确控制,并实现自动防护,从而可能减少人为错误。

      EPIC RIG 的变频驱动器可以通过变压器连接到公共电网,使运营商能够利用可再生能源,消除井场排放并节省燃料成本。

      最重要的是,EPIC RIG 可以使用一系列柴油替代品,使其“适应”偏远地区和现场的各种条件。

      除了目前与西方石油公司签订合同的钻机外,安讯士公司还正在开发另外两台钻机,计划在今年晚些时候推出。

      地震解释与协作

      雪佛龙和 Eliis之间的新人工智能合作将过渡到地震技术,将高级地震解释所需的时间缩短几个数量级。 

      3 月下旬宣布,此次合作将把雪佛龙用于自动断层检测的人工智能模型与 Eliis 的先进地震解释方法结合起来。 

      Eliis 表示,该技术将使大规模地质模型的构建具有前所未有的细节和准确性,同时允许雪佛龙将其人工智能技术集成到称为 PaleoScan 的地球科学解释平台中。

      Eliis 首席营收官 Frannois Lafferrière 表示,此次合作有可能为从地震到模拟的完整自动化工作流程铺平道路。 

      Eliis 表示,它认为人工智能是一种使能技术,必须整合到科学工作流程中,同时仍然允许地球科学家在整个解释过程中保持控制。

      人工智能和芯片

      如今,继续深入研究技术,似乎如果你在谈论技术,你就是在谈论人工智能。尽管它可能是一个流行词,但它仍然是一项极其强大的技术,有潜力以我们无法预料的方式改变世界——回想一下互联网的黎明以及它在日常生活中是多么普遍。

      但除了复杂的算法和大型语言模型之外,让人工智能发挥作用的因素是能源和芯片。 

      战略与国际研究中心的 Gregory C. Allen 在 S&P Global 举办的 CERAWeek 会议上指出,众所周知,人工智能和生成式人工智能非常耗能。 

      人工智能预计将推动数据中心的能源需求大幅增长,预计数据中心的能源需求每两年就会翻一番。

      莱斯大学研究副校长 Ramamoorthy Ramesh 表示:“指数的问题在于,直到它击中你时,你才会感觉到它。”

      这意味着,如果当前数据中心的能源需求为 6%,则两年内将翻倍至 12%,两年后将翻倍至 24%。

      正如拉梅什所说,“这太可怕了。”

      但真正让艾伦担心的是,全球大约 90% 的最先进芯片都在台湾生产。位于火环的台湾最近遭受了地震,但至少一家领先的芯片制造商报告称其运营并未受到影响。

      艾伦表示,“台湾绝对是全球半导体行业最先进半导体芯片的关键”,其中包括英伟达制造的芯片和用于 iPhone 的芯片。

      而且,将数千亿个晶体管装入狭小空间的制造过程非常敏感,距离装配厂一公里远的火车建设会使机器失去校准。

      拜登政府的出口管制限制向中国出售人工智能计算机芯片以及用于制造此类芯片的设备和材料,艾伦担心台湾战争可能导致芯片制造短缺。

      “艾伦说,“当你没有足够的半导体时,这真的很痛苦,就像当你没有足够的石油时,这真的很痛苦。”

      Stena Drilling 升级其钻井船

      作为本期技术趋势的最后一条新闻,Stena Drilling宣布 3 月底,他们将开始安装升级第七代 Stena Evolution所需的设备,以实现 20,000 psi 操作。

      Stena Evolution 钻井船能够在深达 12,000 英尺的水深中作业,钻井深度可达 40,000 英尺。 

      15,000 psi 条件下的钻井曾一度面临诸多挑战,而 20,000 psi 作业将这些挑战提升到了一个新的水平。 

      Stena Drilling 与壳牌NOV将于 2026 年开始安装 20,000 psi 海底防喷器和其他关键设备。当新的 20,000 psi 设备包安装完成后,Stena Evolution 将能够在壳牌公司在美国墨西哥湾运营的深水斯巴达油田。

      Sparta 项目以 90,000 桶油当量/天的生产半潜式钻井平台为中心,预计将于 2028 年上线。

      JC:好了,各位,这就是我 Jaxon Caines 的本月技术趋势。下个月请回来查看我们对为石油区块提供燃料的技术的深入研究,请访问hartenergy.com/EP

      原文链接/hartenergy

      Tech Trends: AI Increasing Data Center Demand for Energy

      In this month’s Tech Trends, new technologies equipped with artificial intelligence take the forefront, as they assist with safety and seismic fault detection. Also, independent contractor Stena Drilling begins upgrades for their Evolution drillship.

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          Tech Trends 04-08-24

          Jaxon Caines, technology reporter, Hart Energy: Welcome to Hart Energy's Tech Trends. I'm your host, Jaxon Caines and today we're going to be talking about a slew of new technology, from electrification to AI-assisted seismic interpretation, to what makes artificial intelligence tick.

          Axis' EPIC RIG

          JC: As the energy industry continues its march into sustainable operations, companies are intensifying their focus on electrifying their solutions. One of the newest examples is Axis Energy’s EPIC RIG.

          Last month [March 2024], Axis launched its EPIC RIG, which is a fully electric well service rig.

          The rig, which was deployed by Occidental, can run completely on grid power, which reduces emissions and increases fuel flexibility.  

          It also comes equipped with a built-in programmable logic controller system that works with the Axis CORE platform to give the rig operator precision control and enable automated safeguards that potentially reduce human error.

          The EPIC RIG’s variable frequency drive can connect to the public power grid through a transformer, enabling operators to leverage renewable energy sources, eliminate emissions at the well site and save on fuel costs.

          On top of that, the EPIC RIG can use a range of diesel alternatives, making it "adaptable" to remote locations and various conditions in the field.

          In addition to the rig currently under contract with Occidental, Axis is developing two more rigs that it plans to launch later this year.

          Seismic interpretation and collaboration

          Transitioning to seismic technologies, a new AI collaboration between Chevron and Eliis will reduce the time needed for advanced seismic interpretation by orders of magnitude. 

          Announced in late March, the collaboration will combine Chevron’s AI models for automated fault detection with Eliis’ methods for advanced seismic interpretation. 

          According to Eliis, the technology will enable large-scale geological models to be built with unprecedented detail and accuracy while allowing Chevron to integrate its AI tech into the geoscientific interpretation platform known as PaleoScan.

          According to François Lafferrière, chief revenue officer of Eliis, the collaboration has the potential to pave the way for a complete automated workflow from seismic to simulation. 

          Eliis said it views AI as an enabling technology that must be integrated into the scientific workflow while still allowing geoscientists to remain in control throughout the interpretive process.

          AI and chips

          Continuing our dive into technology, these days, it seems like if you’re talking about technology, you’re talking about AI. As much of a buzzword it might be, it’s still an incredibly powerful tech that has the potential to transform the world in ways we cannot even anticipate - think back to the dawn of the internet and how ubiquitous it is in daily life.

          But the things that make AI work - aside from sophisticated algorithms and large language models - are energy and chips. 

          AI and generative AI are notoriously energy hungry, Gregory C. Allen of the Center for Strategic and International Studies observed during a session at CERAWeek by S&P Global. 

          AI is expected to drive a major increase in data center demand for energy, with a projection that energy needs for data centers will double every two years.

          Rice University vice president for research Ramamoorthy Ramesh, said, “The problem with exponentials is you don't feel it until it hits you.”

          That means if current data center demand for energy is 6%, that doubles to 12% in two years, and 24% two years later.

          As Ramesh put it, “That’s scary.”

          But what really worries Allen is the fact that Taiwan produces roughly 90% of the most advanced chips in the world. Located on the Ring of Fire, Taiwan recently suffered an earthquake, although at least one leading chip maker has reported operations were unaffected.

          Allen said, “Taiwan is an absolute linchpin in the global semiconductor industry for the most advanced semiconductor chips,” including those made by Nvidia and those that go into iPhones.

          And the manufacturing process that packs a hundred billion transistors into a tiny space is so sensitive the construction of a train a kilometer away from the assembly plant de-calibrated the machines.

          The Biden administration’s export controls restrict sale to China of AI computer chips and the equipment and materials used to make such chips, has Allen worried about the possibility of war over Taiwan leading to a shortage in chip manufacturing.

          ​​Allen said, “It really hurts when you don't have enough semiconductors the same way it really hurts when you don't have enough oil.”

          Stena Drilling upgrading its drillship

          For our last bit of news for this edition of Tech Trends, Stena Drilling announced late March that they will begin installing equipment needed to upgrade the seventh-generation Stena Evolution for 20,000 psi operations.

          The Stena Evolution drillship is capable of operating in water depths up to 12,000 feet and drilling depths up to 40,000 feet. 

          At one point drilling in 15,000 psi conditions posed a lot of challenges, and 20,000 psi operations take those challenges to the next level. 

          Stena Drilling, together with Shell and NOV will start the installation of the 20,000 psi subsea blow-out preventer and other key equipment in 2026. When the new 20,000 psi equipment package is installed, the Stena Evolution will be able to carry out completion operations in the Shell-operated deepwater Sparta Field in the U.S. Gulf of Mexico.

          The Sparta project centers around a 90,000 boe/d production semisubmersible that is expected to go online in 2028.

          JC: Well folks, that’s this month’s Tech Trends with me, Jaxon Caines. Check back next month to watch us drill into the tech that fuels the oil patch at hartenergy.com/EP.