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The Data Center Runs on Gas. So Why Are There Acres of Batteries Next Door — And Do They Burn?

Short version: yes, they can burn, and the way they're laid out is the whole ballgame. I went looking for why a site that already has gas turbines needs a field of lithium beside it, and the answer turned out to have almost nothing to do with being green. The thing worth arguing about at the county hearing isn't whether one can catch fire. It's whether anybody has written down, on paper, what happens when one does.

The batteries are there to hold a place in line

First thing I had to throw out was my own assumption. I figured the batteries were the clean-energy garnish — turbines do the real work, battery bank goes on the brochure.

Not it. Building the data center takes a year or two. Getting the utility to actually connect it can take three times that long. The interconnection queue is the bottleneck, not the concrete. So if a developer shows up with batteries that can cover the peak hours the utility is nervous about, the utility can say yes a lot sooner. Portland General Electric let a Hillsboro data center onto its system that way and is now applying the same flexible-connection deal to its other giant customers.

The second reason is weirder, and it's the one that stuck with me. A rack of AI chips doesn't sip power steadily. A training job slams on and off many times a second. You know how the lights dip when the AC compressor kicks on? Same move — except it's a whole building's worth of chips, and it happens faster than you can blink. A gas turbine is a giant spinning machine. It cannot chase that. Nothing mechanical can. So the battery sits in the middle and eats the spikes, and the turbine and the grid only ever see something smooth.

Over in Memphis, xAI's second Colossus site has a wall of Tesla Megapacks doing exactly this, and the Tennessee Valley Authority signed off on a direct grid connection for it in August. Those batteries are replacing the temporary gas turbines the site had been leaning on, not dressing them up.

What a battery fire actually is, and why they build it like a parking lot

A lithium cell that goes bad doesn't burn like a woodpile. It goes into thermal runaway — it makes its own heat and its own fuel, and it cooks the cell next to it until that one goes too. You can't really smother it. Water on a battery fire is mostly about cooling the stuff nearby so the chain stops, which is why the fire department's job at one of these looks like standing back and hosing the neighbors.

Which explains the layout. The industry stopped putting batteries in one big room and started putting them in rows of steel boxes with gaps between them. Each box has its own controls, its own venting, its own blow-out panels. It's a parking lot of shipping containers arranged so that when one of them loses its mind, the one four feet away just stands there and watches.

There's a test behind that, and it's worth knowing the name: UL 9540A. It's run at four levels — one cell, one module, one whole unit, then the installation as it'll actually be built. The installation-level test exists for one reason, which is to prove the fire stays in the box it started in. Indoors, it's also where they prove the building's sprinklers do anything at all.

On top of that sits NFPA 855, the fire code standard for these installations. The 2026 edition pulled out the energy thresholds that used to let smaller projects skip a hazard mitigation analysis for most chemistries — meaning more projects now have to sit down and write out what goes wrong and what happens next. Outdoor setbacks start around ten feet from lot lines and buildings and can shrink if you bring rated barriers or test data. Ten feet sounds like nothing until you remember the point isn't distance from your house. It's distance from the next box.

The fire everybody pictures happened in a building, not a battery field

When someone says battery fire, they're seeing Moss Landing. January 2025, Monterey County, a giant pile of older nickel-manganese-cobalt batteries packed inside a 1950s power plant hall. Neighbors evacuated, a plume over some of the most productive farmland in the country, and a stack of lawsuits against Vistra that are still going. The site was permitted before the modern fire standard existed, and it got grandfathered.

So the fair reading is that Moss Landing is a devastating argument against stuffing old-chemistry batteries into one enclosed room. It isn't, by itself, an argument against a modern battery field, because the modern battery field is the thing the industry built in response to exactly that. Most everything new uses lithium iron phosphate, which is the duller, harder-to-provoke chemistry. Tesla moved its Megapack enclosures to it back in 2021. EPRI tracks these failures industry-wide, and per gigawatt installed the rate has fallen off a cliff. The catch is that the gigawatts are climbing just as fast, so the number of incidents you read about isn't headed to zero.

Then came yesterday. On September 18, 2026 — twenty months after the first fire — batteries at Moss Landing that nobody had been able to safely reach lit off again against a wall that already burned once. Shelter-in-place went out, then got lifted the same day. Fourth incident at that site since 2019. Here's the detail I had to read twice: about twelve hundred people were evacuated the first time, and about twelve hundred battery modules are what relit the second time. Same number, completely different thing.

That reignition is the part I'd actually carry into a hearing. Not the flames. The tail. A damaged battery yard sits there full of charge for a year and a half, and someone has to own the cleanup the whole time.

And I couldn't pin everything down. For any specific project near you, I can't tell you whether the installation-level test was run or whether the results were shared, because what shows up in public filings is all over the map. That gap is where the person on the other side of this lives: some fire department, often a small one, whose worst night depends on a binder somebody either wrote or didn't. The questions that get a real answer are plain ones. Which chemistry. Has the department walked the site. Do they have the emergency response plan in hand. What's downwind — a school, a creek, a nursing home.

Where I'm taking this next

None of this settles whether the thing belongs a quarter mile from your kitchen window. That's a zoning fight, and underneath it there's a bigger argument about who ends up paying for all this power.

What I can tell you is that the battery field is the least mysterious thing on that site once you know it's a queue-jumping tool and a shock absorber for chips. The turbines, the substation, the water, the transformer nobody can get delivered — those rabbit holes go deeper, and I keep falling into them.

That's what the Byte Bungalow channel is. Me doing the homework out loud on the stuff getting built at the edge of town. If this was useful, the video version goes further into the hardware, and subscribing is how you get the next one when I finally figure out the transformer shortage.

Common questions

Why would a data center with its own gas turbines need batteries at all?
Two reasons, and neither is environmental. One, batteries can get you connected to the grid years earlier, because the utility will approve a site that can cover its own peak hours. Two, AI chips swing their power draw many times a second, way faster than a spinning turbine can respond. The battery absorbs those swings so the turbine and the grid see a steady load.
Are the batteries inside the building more or less dangerous than the field outside?
They're different animals. Inside, near the equipment, are UPS batteries that carry the load for seconds until the generators spin up — smaller energy, but close to people, which is why indoor lithium triggers extra ventilation and suppression requirements. The field outside holds far more energy but sits in separated outdoor enclosures with spacing, venting, and setbacks designed to keep a fire from jumping.
Why don't firefighters just put a battery fire out?
Because a cell in thermal runaway generates its own heat and fuel, so there's not much to smother. The standard posture is defensive: cool the surrounding units, protect exposures, let the involved unit burn itself down, and monitor the gases. It's also why reignition is a real thing — leftover charge in damaged modules can find its way back to a fire hours or months later.
Is the smoke actually dangerous, and how far does it travel?
Responders monitor for hydrogen fluoride, hydrogen chloride, carbon monoxide, hydrogen cyanide and hydrogen. That's why the response is usually a shelter-in-place order plus air monitoring rather than a quick knockdown. At Moss Landing, residents reported symptoms and sued, and the long-term soil and agricultural questions are still being argued in court and in front of state regulators.
How close to my house can they legally put one?
The fire code standard sets floors — outdoor units generally start around ten feet from lot lines and structures, and that can shrink with rated barriers or large-scale test data. But the real distance is set by your local zoning and the conditions on the permit, not by the national standard. The 2026 edition of NFPA 855 also removed the size thresholds that used to let many projects skip a written hazard mitigation analysis.
Does adding batteries mean the site will burn less gas?
Sometimes, and it depends. A battery stores power, it doesn't make it. What it changes is when the site pulls from the grid and whether temporary turbines have to keep running. At xAI's Memphis site, the Megapack installation is explicitly replacing the stopgap gas turbines the campus had been using while it waited on a grid connection.

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By Byte Bungalow. Home power and home tech, checked against the documents instead of the hype. Independent commentary; not affiliated with any manufacturer, utility, or builder named here. Not professional electrical advice.