页岩的未来:“聪明的东西即将到来”

实验室测试表明,90% 的石油仍残留在钻探的岩石中。

许多人认为美国页岩油正在衰退。一月份, 先锋自然资源 公司首席执行官斯科特·谢菲尔德(Scott Sheffield)对一家英国报纸表示,“美国页岩气的激进增长时代已经结束。”但维卡斯·德维迪(Vikas Dwivedi)和全球金融服务集团麦格理的能源战略团队相信,页岩气仍然具有响应能力和弹性。这位全球能源策略师及其团队最近为客户撰写了一篇论文,其中他们对当前行业周期中的美国页岩油生产保持更为乐观的前景。在与 Hart Energy 的对话中,Dwivedi 详细介绍了他看到的令人鼓舞的迹象,包括超级人才、大数据、人工智能、更深层次钻探和持续创新的出现。

Patrick McGee:是什么让您相信勘探与生产公司可以在未来很长一段时间内继续开采页岩油?

Vikas Dwivedi:勘探与生产公司确实很擅长。他们知道如何承担风险。他们愿意承担技术风险和经济风险,而且地质条件非常好。我们正处于页岩气发展的第 13 年。我们已经走了很长一段路,我认为就其产量而言还有很长的路要走。这与许多说法背道而驰,这些说法说,“好土地已经用完,我们已经用完了最高产的油井”。我们已经钻探了一切好的东西。你只剩下几年的时间了。”或者,这是资本纪律。公司的投资者告诉他们,“停止钻探”。不要像过去那样疯狂地进行大规模增长。这也会减缓页岩气的发展。

我们只是不同意所有这些。尽管高管们发表了一些更多的公开评论,但你可以看到资本转向页岩油,无论是雪佛埃克森美孚还是英国石油公司它非常以页岩为导向。这是有原因的,他们不会缩减产量。他们肯定专注于可再生能源,但他们也必须经营能赚很多钱的传统业务。

如果你回顾一下页岩的演变,就会发现它一开始非常笨拙——就像所有新事物一样。很多都是靠肌肉来完成的。如果你通常要钻一口水平井,比如 4,000 英尺,有人会说,“我们为什么不钻 5,000 英尺呢?” 我们为什么不钻探 8,000 英尺呢?你知道吗,为什么要停在那里,达到 10,000。”还有人说,“好吧,如果每英尺 2,000 磅沙子的作用更大,那么 5,000 磅沙子又如何呢?”

没有任何宏伟的人工智能或超级分析框架。就像是,“嘿,采取有效的方法并做更多的事情。”现在您可以钻得更远、更快。有一些理由相信,单纯以肌肉为基础的做更大事情的路线已经走到了尽头,但我不认为它已经走到了尽头。

我们正在进入一个可以使用大数据的领域。脑洞大开的东西来了。有很多科学知识,但真正复杂的东西还没有到来,比如你如何从数千英亩广阔地区的两个优质生产地区进行推断或插值。问题是,“我如何使用数据来识别其他可能真正有用的领域?”其中还有很多工作要做。页岩还有更多的运行空间。

下午:好的。可能会有更多的创新出现,但不同意你观点的人说,地下可开采的资源越来越少。

维德:是的。怀疑者正在观察他们认为留在地下的东西,他们认为土地面积已经枯竭。凭借经济学的优势,你总是会首先钻探最好的东西。我认为这就是这些结论的基本基础,也许我们正在慢慢耗尽这些结论。但我们并没有对生产力的提高和工程的进步给予足够的认可,而这将使一些二级井的表现与一级井一样。

需要注意的一件事是我们有很多不同的层。页岩是一块蛋糕,我们还没有钻探几乎所有的层——如此多的不同层和如此多​​的不同产层,将在很长一段时间内生产碳氢化合物。问题是他们是否会投入足够的资金来学习这些新层。每次进入新层时,都会有一个学习曲线。您必须花费大量资金。我认为重型科学仍在到来。谨向那些做出了令人惊叹的工作的独立公司致以应有的敬意,而斯伦贝谢[SLB] 也做了令人惊叹的工作——只要你拥有这些专业。我认为埃克森美孚有 2,000 名博士学位。他们并不都在研究页岩气,但这与一些私募股权支持的投资组合公司相比,所带来的科学水平不同。另一部分是真正需要大脑的东西,比如人工智能和大数据。

PM:但是有真正的证据表明地下还剩下很多东西吗?

VD:凭借我们所拥有的科学、地质学家和工程师的知识,地下石油中实际开采出来的百分比是多少?并不像你想象的那么多。公司将岩石样本带到实验室。他们将其提取出来,然后将其有效地炸毁,您可以看到里面有多少石油。这项实验室工作表明,只有约 10% 的石油从岩石中被去除。

下午:好的。剩余金额可以使用吗?

这是对技术的又一次赌注。也许会有更有趣的方式来获得它。根本的挑战是在不炸毁石油实际流动通道的情况下暴露尽可能多的表面积。如果我把它完全抹掉,就没有办法回到井里了。您需要找到改善攻角几何形状的方法。这就是挑战。

历史上,私营公司的每口井生产率较低。他们通常没有最好的面积,但他们通常也没有最好的地质或工程,因为它们较小。现在,大型油田服务公司也在那里,他们拥有通用的专业知识,因为他们与每个人合作。尽管有些公司永远是领导者,但其他公司也不会被抛在后面。领先优势上升了 20%,一年后,追随者上升了 15%,然后他们再次这样做。如果你低估了这个过程的数学原理,你也就低估了增长的程度。

PM:您认为页岩气还能持续多少年或几十年?

VD:我的很多同行认为我们将在五到十年内达到顶峰。我认为这还为时过早,我们可以给出 10 个不同的原因。绝对可以,它可以持续下去。它能够在石油需求达到顶峰时实现增长。即使在几年后达到顶峰,它也可能在 10 或 15 年内成为一种有意义的资源。

PM:在这个行业中,你们的乐观主义者在哪里?那些认为页岩气即将结束的人在哪里?

VD:有很多超级循环的支持者说,“长期以来对上游石油的投资不足,现在我们遇到了麻烦”;页岩油的增长无法弥补海上和其他大型项目投资的不足。”超级周期理论背后有一些银行。但许多机构客户,如对冲基金和共同基金投资组合经理及其分析师认为,生产增长很快就会耗尽。

PM:您的研究重点关注钻机数量。为什么这很重要?您提到,创新让工作人员回到第二层钻机,并比第一次从其中获得更多。是对的吗?

VD:没错。钻机数量很重要,因为除了实际识别存在石油和天然气的地质情况外,钻机是将其转化为石油生产的整个努力的第一个真正的物理表现。您可以在钻机上进行指标。到年底,该钻井平台每天生产 2,000 至 3,000 桶石油。现在大约是 10,000、12,000、14,000,具体取决于您所在国家的哪个地区。而这仅仅 10 年多了。在一些地方,我们的人口在 10 年内增长了四倍或五倍。

PM:您能列举一些延长钻机寿命和效率的创新吗?

VD:首先是速度。这是工程和工艺方面的一项创新,意味着该钻机拥有更大的马力和更多的工具。不再是一年打10口井,而是可以打20口井。其他创新是更先进的几何形状。如果我向下钻取,然后从一个角度进行更多钻取,然后从另一个角度再次进行钻取,会怎么样?将资源视为一个立方体;我正在耗尽更多的立方体。我从很多角度击球,并且创造了更多的表面积。另一项创新是垫钻。当你这样做之后,这听起来很明显,但不是用钻机钻一口井,而是一个可能朝一个方向下降,另一个朝另一个方向下降。当多口井到达其深度时,就会开始工作。这是快速提高生产力的另一种方法。

PM:您的研究绘制了自 1975 年以来的钻机下降事件。大多数(如果不是全部)都是由金融冲击引起的,但最近的钻机下降是由大流行引起的。从钻机数量下降中恢复过来有什么独特之处吗?

VD:很长一段时间以来,这都与故事不相符。这种说法是因为 ESG 或股东对资本纪律的抵制。公司不会部署与过去几乎相同数量的钻机。如果不部署相同数量的钻机,产量就会下降。数据显示,这是不正确的。事实上,该行业的反应就像过去的钻机数量下降一样,因为创新用更少的钻机获得了更多的[资源]。按照最保守的解释,它至少表现得一样好。另一件需要注意的事情是,如果你要放弃装备,你可能会首先放弃效率最低的装备。

PM:所以,表现非常出色。铠甲上有缝隙吗?

VD:有些人担心劳动力短缺,没有足够的水力压裂人员,没有足够的卡车司机将石油从油井运到油库等等。但工人出现了,这种强劲的生产力仍在继续。

原文链接/hartenergy

The Future of Shale: ‘The Brainiac Stuff is Coming’

Lab tests show that 90% of oil is still left in rock that’s drilled.

Many believe American shale is in decline. In January, Pioneer Natural Resources CEO Scott Sheffield told a British newspaper, “The aggressive growth era of U.S. shale is over.” But Vikas Dwivedi and the Energy Strategy team at global financial services group Macquarie believe shale remains responsive and resilient. The global energy strategist and his team recently produced a paper for their clients in which they maintain a more optimistic outlook on US shale production through the current industry cycle. In a conversation with Hart Energy, Dwivedi detailed the encouraging signs he sees, including the advent of supermajor brainpower, big data, AI, deeper drilling and continued innovation.

Patrick McGee: What makes you believe E&P companies can continue pumping from shale for a long time to come?

Vikas Dwivedi: E&P companies are really good at it. They know how to take the risk. They’re willing to take technical risk, economic risk and the geology is stellar. We are in year 13 of shale. We’ve come a long way, and I think there’s still a long way to go in terms of how much it can produce. This is going against the grain of a lot of the narratives out there which say, “We’re running out of good acreage, we’re running out of the most productive wells. We’ve already drilled everything that is good. You only have a few years left.” Or, it’s capital discipline. Companies have been told by their investors, “Don’t drill. Don’t go crazy doing massive growth like you’ve done in the past.” And that will also slow down what can happen in shale.

We just disagree with all of that. Despite some of the more public comments from executives, you can see the capital rotating into shale, whether it’s Chevron, Exxon Mobil, BP. It’s very shale oriented. There’s a reason for that, and they’re not going to shrink their production. They’re definitely focused on renewables, but they also have to run their traditional business which make a lot of money.

If you go through the evolution of shale, it started off very clumsy—like all new things. A lot of it was done with muscle. If you were normally going to drill a horizontal well, like 4,000 feet, somebody said, “Why don’t we drill it 5,000 feet? Why don’t we drill it 8,000 feet? You know what, why stop there, go to 10,000.” And somebody else says, “Well, if 2,000 pounds of sand per foot is doing a lot more, what about 5,000 pounds of sand?”

There wasn’t any grand AI or super analytical framework. It was like, “Hey, take what’s working and do more of it.” Now you’re drilling further and faster. There’s some reason to believe that the pure muscle-based route of just doing everything bigger has kind of run its course, but I don’t think it has.

We’re moving into an area where you can use big data. The brainiac stuff is coming. There was a lot of science, but the really sophisticated stuff is still to come, like how do you extrapolate or interpolate from two areas that are good producers across a vast region of thousands and thousands of acres. The question is, “How do I use data to identify other areas that could be really good?” A lot of that is still to come. There’s a lot more running room in shale.

PM: OK. There might be more innovation to come, but people who disagree with you say there is less and less in the ground to extract.

VD: Yes. The doubters are looking at what they think is left in the ground, and they think there’s acreage exhaustion. And just by the virtue of economics, you’re always going to drill the best stuff first. That’s what I think are the fundamental underpinnings of these conclusions that maybe we’re slowly running out. But we’re not giving enough credit to productivity gains and engineering gains that will make some of the second-tier wells perform like first-tier wells.

One thing to note is we have a lot of different layers. Shale is a layer cake, and we haven’t drilled nearly all the layers—so many different layers and so many different pay zones that will produce hydrocarbon for a long time. The question is will they invest enough to learn these new layers. Every time you go to a new layer, there’s a learning curve. There’s a lot of capital that you have to spend. I think the heavy duty science is still coming. With all due respect to the independent companies who’ve done amazing work—and Schlumberger [SLB] has done amazing work—now you have the majors. I think Exxon has 2,000 Ph.Ds. They’re not all working on shale, but that’s a different level of science being brought to the table than some private equity-backed portfolio company. The other piece of it is the real brainiac stuff, like AI and big data.

PM: But is there real evidence that there’s a lot left in the ground?

VD: With all the science, geologists and engineers we have, what percentage of the oil that’s in the ground is actually extracted? Not nearly as much as you would think. Companies take samples of the rock to a lab. They extract it and then they effectively blow it up, and you can see how much oil was in it. This lab work shows that only about 10% of the oil was removed from the rock.

PM: OK. Is that remaining amount accessible?

It’s another bet on technology. Maybe there’s going to be even more interesting ways to get it. The fundamental challenge is exposing as much surface area as you can expose without blowing up the actual channels that the oil can travel on. If I obliterate it completely, there’s no path to go back up into the well. You need to find ways to improve the geometry of the angles of attack. That’s the challenge.

The private companies have historically had less productivity per well. It’s often they don’t have the best acreage, but they also typically don’t have the best geology or engineering because they’re smaller. Now, you have big oil field service companies that also are there, and they have that universal expertise because they work with everybody. Even though some companies will always be leaders, the rest of the pack isn’t just left in the dust. The leading edge goes up by 20% and then a year later the followers go up by 15%, and then they do it again. If you underestimate the mathematics of that process, you’ll underestimate what the growth could be as well.

PM: How many years or decades do you think shale will last?

VD: A lot of my peers think we’re going to peak in five to 10 years. I think that’s way too soon, and we can show 10 different reasons why. Absolutely, it can last. It’ll be able to grow through the peaking of oil demand. It could be a meaningful resource for 10 or 15 years, even if it peaks in a few years.

PM: Where in the industry are your fellow optimists, and where are those who see shale nearing the end of its life?

VD: There’s a lot of supercycle proponents that say, “We’ve underinvested in upstream oil for too long, and now we are in trouble; shale can’t grow to make up for the lack of investment in offshore and other big projects.” There’s some banks that are behind the supercycle thesis. But a lot of institutional clients like hedge funds and mutual fund portfolio managers and their analysts have the view that you’re going to run out of production growth fairly soon.

PM: Your research has a sharp focus on rig counts. Why is that important? You mentioned that innovations have crews circling back to second tier rigs and getting more out of them than the first time around. Is that right?

VD: That’s right. The rig count is important because, besides actually identifying the geology where there is oil and gas, the rig is the first real physical manifestation of that whole effort to turn it into oil production. You can do metrics on rigs. By the end of the year, you used to be at 2,000 to 3,000 barrels a day for the wells that that rig made. Now it’s like 10,000, 12,000, 14,000 depending on what part of the country you’re in. And that's just over 10 years. In some places we’ve quadrupled and quintupled in 10 years.

PM: Can you name some of the innovations that are extending the rigs’ life and efficiency?

VD: The first is speed. It’s an innovation from the engineering and process side, meaning the rig has more horsepower and has a lot more tools. Instead of doing 10 wells a year, it can do 20 wells. The other innovations are more advanced geometry. What if I drill down and then more at an angle, and I do it again from another angle? Think about the resource as a cube; I’m draining more of the cube. I’m hitting it from a lot of angles, and I’m creating a lot more surface area. Another innovation is pad drilling. That sounds so obvious after you do it, but instead of a rig drilling a well, one may go down one way and the other goes down in a different direction. It’s multiple wells going when they get to their depth. That’s another way to rapidly increase the productivity.

PM: Your research charts rig decline events since 1975. Most, if not all of them, were caused by financial shocks, but the most recent rig decline was caused by the pandemic. Is there anything unique about the recovery from that rig decline?

VD: It wasn’t fitting the narrative for a long time. The narrative was because of ESG or shareholder pushback on capital discipline. Companies just aren’t going to deploy nearly the same amount of rigs that they did in the past. And if you don’t deploy the same number of rigs, production will fall. What the data shows is that’s not correct. The industry is actually responding much like the past rig count drops because innovations get more [resource] with fewer rigs. In the most conservative interpretation, it’s at least doing as good. One other thing to note is if you’re dropping rigs, you’ll probably drop the least efficient rigs first.

PM: So, there’s great performance. Are there any chinks in the armor?

VD: Some were concerned about a labor shortage, not enough fracking crews, not enough truck drivers to move the oil from the well to the tank farm and this and that. But the workers showed up—and this strong productivity continued.