Daily Tech Briefing
AI 科技速览
每天 5 分钟内学习 AI。获取最新的人工智能新闻,理解其重要性,并学习如何将其应用于您的工作。
TechCrunch AI · 2026/7/25 13:05:00

One fallen power line exposed a growing AI data center problem — here’s how to fix it
AI 中文解读
一条输电线路故障,竟让北美最大电网的电压从弗吉尼亚一路飙升到芝加哥,甚至引发了大范围灯光闪烁——背后的“罪魁祸首”就是AI数据中心的集中跳闸。这起事件暴露了一个日益严重的问题:当大量数据中心同时切换备用电源时,电网就像突然卸掉了一个巨型包袱,供需失衡导致电压剧烈波动。虽然这次没有造成大面积停电,但专家警告,随着AI算力需求暴增,类似事件会越来越频繁。对普通人来说,这可能意味着未来你家的灯光、空调等电器会更容易随着数据中心的一举一动而“颤抖”,甚至在不远的将来,局部停电的风险也会上升。要解决这个问题,不仅需要数据中心更智能地应对电源波动,也需要电网升级改造,确保这些“电老虎”不再任性“集体撒手”。
A power line went down outside of Washington, DC, this week. Normally, the grid would only need a few seconds to recover from such an event. But this one took more than 10 minutes because data centers stopped drawing over 3 gigawatts’ worth of power nearly simultaneously.
The event caused voltage across the PJM grid to spike from Northern Virginia to Chicago, according to data collected by Ting Labs, a startup that runs an IoT sensor network out of people’s electrical sockets.
The event didn’t cause a blackout, but it did cause lights across the region to flicker. The incident demonstrated the effect that data centers can have on the grid — an outcome that experts believe will become more frequent.
Northern Virginia, which is in PJM’s territory, is home to the highest concentration of data centers in the world.
“It’s the canary in the coal mine,” Ricardo de Azevedo, CTO at ON.Energy, told TechCrunch. These sorts of events involving large loads like data centers are “happening more and more,” he added.
The event echoes one that happened two years ago, also on PJM’s grid, and it could foreshadow larger events if data centers aren’t built to more elegantly handle disruptions to power supplies. The PJM Interconnection manages grids from New Jersey to Illinois and serves 67 million customers, making it the largest grid operator in the United States.
When the power line went down this week, it triggered data centers to switch to backup power, and about 3.1 gigawatts of load vanished in about 30 seconds, according to PJM data. The grid appeared to recover somewhat, but a short time later additional loads dropped off. At its peak, PJM’s grid had an extra 3.49 gigawatts of electricity on it. It took another 11 minutes before it stabilized. The disconnected data centers represented around 3% of total demand on PJM at the time, according to Reuters.
var playerInstance_jwplayer_6a683d9cc3aa5 = jwplayer( "jwplayer_6a683d9cc3aa5" );
playerInstance_jwplayer_6a683d9cc3aa5.setup({
playlist: "https://cdn.jwplayer.com/v2/media/nsQAyeWN",
});
A few percent may not sound like much, but the electrical grid needs to operate in a state of near-perfect balance, with supply and demand closely matched. If they don’t, voltages can sag or spike. The grid and devices connected to it can tolerate small fluctuations, but if those fluctuations grow too large, they’ll trigger fail-safes within the grid or within individual facilities, causing them to disconnect.
When data centers in Northern Virginia sensed the fluctuation caused by the failed power line, they switched to backup power, which removed their load from the grid. As more data centers made the switch, they removed greater amounts of load from the grid. What started as a relatively small drop in supply became an even larger drop in demand, sending supply surging and causing light bulbs to flicker.
Most data centers make decisions in a split second, and those that disconnected this week appear to be no different. When the voltage dip reached them, they all decided to disconnect within a few seconds of each other, Ali Zain Banatwala, senior market models specialist at the Independent Electricity System Operator, told TechCrunch.
“We need to figure a way for these loads that are located next to each other to sequentially either disconnect or reconnect,” he said. A more orderly process would allow grid operators to develop more robust procedures in advance.
Alternatively, data centers could be built to absorb disruptions and not turn their backs to them. One startup, ON.Energy, has been working on a product to help data centers — and the grid — ride through events like the one that occurred this week.
The company has developed an uninterruptible power supply for an entire data center campus, covering not just servers but also chillers and other equipment. The company essentially hides the data center behind a bank of batteries conn
分享
阅读原文 ↗