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Power line failure reveals AI data center grid risks and solutions

A fallen power line near Washington, DC caused over 3 gigawatts of data center load to vanish from the PJM grid in seconds, spiking voltage across the region. The event, which made lights flicker from Northern Virginia to Chicago, highlights a growing problem as AI data centers become larger and more concentrated. Experts warn that without better coordination or technology like ON.Energy's battery-backed uninterruptible power supply, such disruptions will become more frequent and severe.

Neura News

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Neura Market Editorial

July 25, 20265 min read
Power line failure reveals AI data center grid risks and solutions

A power line went down outside of Washington, DC this week. The grid would normally recover in seconds, but this time it took more than 10 minutes because over 3 gigawatts of data centers stopped drawing power almost all at once.

The event caused voltage on 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 through people's electrical sockets.

The incident did not cause a blackout, but it did make lights flicker across the region. It showed the impact data centers can have on the electrical grid, and experts believe such events will become more common.

Northern Virginia, which sits within PJM's territory, has 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 kinds of events involving large loads like data centers are "happening more and more," he added.

A growing pattern of disruptions

The event mirrors one that happened two years ago, also on PJM's grid. It could foreshadow larger problems if data centers are not built to handle power supply disruptions more gracefully. 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. About 3.1 gigawatts of load vanished in roughly 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.

A few percent may not sound like much, but the electrical grid needs to operate in near-perfect balance, with supply and demand closely matched. If they are not, voltages can sag or spike. The grid and devices connected to it can tolerate small fluctuations, but if those fluctuations grow too large, they trigger failsafes within the grid or within individual facilities, causing them to disconnect.

How data centers made things worse

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. 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.

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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.

A potential solution from ON.Energy

Alternatively, data centers could be built to absorb disruptions instead of turning 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 connected to sophisticated power conversion equipment. All the grid "sees" is one consistent, well-behaved load rather than the peaks and valleys from each individual part of the data center. ON.Energy's system allows data centers to ramp computing workloads up and down, including AI training, without bothering the grid.

Perhaps more important, it also means that data centers can absorb power fluctuations from the grid. Rather than disconnecting from the grid, ON.Energy's system can use any extra power to charge its batteries, and if the flow dips, the system can dispatch power to servers. Plus, it can follow the grid's lead within milliseconds, preventing sags or surges like the ones that caused this week's problem for PJM.

ON.Energy is currently installing a total of 3 gigawatts worth of its systems at four different data center campuses, de Azevedo said.

Grid managers take notice

Grid managers have also woken up to the problem. ERCOT, for example, is going to require large loads like data centers to "ride through" disruptions, de Azevedo said.

The clock is ticking, though. The mass disconnection this week was twice as large as a similar event in 2024, when 60 data centers simultaneously disconnected, pulling 1.5 gigawatts of load from the grid. Back then, data centers accounted for about 6% of PJM's load, according to Synapse Energy Economics. By 2040, they are expected to make up 24%. If the problem is not addressed soon, things could get a lot worse.

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