TechCrunch News 04月10日 23:38
Google thinks AI can untangle the electrical grid’s bureaucracy
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文章探讨了人工智能(AI)对电网带来的巨大压力,以及解决电力短缺问题的潜在方案。由于AI对计算能力的需求激增,科技公司纷纷寻求增加发电能力,但电网的审批流程却面临严重延误。文章重点关注了PJM电网的困境,以及谷歌与其合作利用AI加速审批流程的尝试。同时,文章也提到了可再生能源在审批过程中受到的不公平待遇,并强调了解决电网互联问题对于满足数据中心电力需求的重要性。

💡由于AI的快速发展,科技公司对电力的需求急剧增加,导致电网面临潜在的电力短缺问题。

💡美国各地的电网运营商都面临着审批积压的问题,其中PJM电网的积压最为严重,有超过3000个连接申请,总容量达286.7吉瓦。

💡为了解决审批延误问题,谷歌与PJM合作,利用人工智能技术简化审批流程,包括数据验证和集中规划工具。

💡可再生能源项目在审批过程中受到不公平待遇,审批流程的延误对可再生能源的发展造成了阻碍。

There has been a lot of angst among tech companies and policymakers about a looming power shortage on the grid due in no small part to the rise in AI. But what’s less known is that there are terawatts of new capacity waiting to be approved for connection to the grid, and unknotting the bureaucracy could go a long way to solving the problem.

All grid operators in the U.S. face the similar backlogs, but few are as significant as that of PJM, which manages the flow of electricity in the mid-Atlantic states, Ohio, and eastern Kentucky. 

Now, Google and PJM are hoping that AI can help speed things along.

The two organizations announced Thursday a partnership, along with Alphabet “moonshot” Tapestry, to develop AI models to streamline key parts of the application process on both sides of the transaction. They’ll get assistance with data verification and submit projects through new, centralized planning tools, which will also help PJM analyze how best to integrate variable power sources like renewables.

Because of the surge in computing demand from AI, tech companies have been racing to secure generating capacity. Amazon, Google, Meta, and Microsoft have all either invested in or pledged to buy significant amounts of nuclear power. But they’ve also been steadily snapping up solar power in large quantities.

The interconnection problem is wonky, to be sure, but solving it could alleviate concerns about underpowered data centers. Nationwide, 2.6 terawatts of generating capacity are waiting for approval, according to the Lawrence Berkeley Lab. That’s double what every U.S. power plant combined is capable of generating today.

PJM’s queue is by far the longest. There are over 3,000 active requests to connect 286.7 gigawatts of capacity in the region, according to the Berkeley Lab. Overwhelmed, the organization stopped accepting applications for new connections in 2022 and won’t review new requests until mid-2026.

Renewables have been penalized the most by the sclerotic process.

Nationwide, over 1 terawatt each of solar and storage are waiting for permission to send electrons to the grid. Even the queue PJM region, which isn’t typically considered a hotbed of renewable development, is dominated by the two clean power sources: Just 2.4% of applicants are natural gas power plants.

The PJM-managed grid has historically been dominated by fossil fuels. Over the last decade or so, natural gas-fired power plants have displaced coal as fracking drove gas costs down. The grid operator also recently developed a new approval process that critics argue allows for fossil fuel plants to unfairly skip the line ahead of renewable projects.

In unveiling the partnership with Google, PJM Executive Vice President Aftab Khan said that the organization’s grid will remain “fuel agnostic,” according to E&E News. Meanwhile, Google spokesperson Amanda Peterson Corio maintained that its was “committed to our goals to decarbonize our electricity footprint.”

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AI 电网 电力需求 可再生能源
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