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All of the awesome earth-moving and none of the planet- or lung-harming emissions.

Construction is a dirty business, literally and figuratively. Mud and gunk and tar come with the territory for those who erect buildings and pave roads for a living. And the industrial machines that provide the muscle for the task run on hulking diesel engines that spew carbon and soot as they work.
Heavy equipment feels like an unlikely place to use all-electric power in order to ditch fossil fuels. The sheer size and intense workload of a loader or excavator means it has enormous energy needs. Yet the era of electric construction equipment has begun, with companies such as Volvo, Komatsu, and Bobcat all now marketing electric dirt movers and diggers. One big reason why: Full-size machines create the opportunity to make construction projects quieter and cleaner — a potentially huge benefit for those that happen in dense areas around lots of people.
Volvo, for example, appeared at last week’s Advanced Clean Transportation Expo in Anaheim, California, primarily to tout its efforts to reduce emissions in the trucking industry via hydrogen-powered semis, electric trucks, and technological refinements to reduce pollution such as nitrous oxide from traditional diesel. But the Swedish brand also trotted out its clean power dirt movers.
The L120 electric loader that is now taking reservations has a lifting capacity of 6 metric tons on pure electric power, making it useful for job sites such as recycling centers and ports. To see such a beast in person — and displayed on pristine convention-center carpet as if it were this year’s Ford Mustang, no less — is an odd and humbling experience that elicits a little-boy level of glee at beholding a big machine. Its bucket, large enough to carry a basketball team, seems to exist on a scale that is too big for battery power, yet Volvo claims the L120 can match the performance of its diesel brethren.
Volvo also brought an electric excavator, the machine used for shoveling out huge bucketfuls of earth. The EC230 Electric is based on the diesel-powered machine of the same name, but with a stack of batteries adding up to 450 kilowatt-hours of capacity and 650 volts of power give the excavator seven to eight hours of runtime on clean electric power.
“Going to the 600-volt battery packs with similar power density that we’re using in [semi] trucks allowed us to take that into the larger construction equipment,” Keith Brandis, VP of policy and regulatory affairs for Volvo North America, told me. “A big breakthrough for us was making sure that the duty cycle — the vibration, the harshness, the temperature extremes — was proven. We have coolant that runs throughout that battery pack, so we precondition the temperatures for very cold starts as well as during very hot temperatures.”
Indeed, the two big boys on display in Anaheim expand Volvo’s lineup of electric construction machines up to seven. The new full-size offerings also take battery power up to a scale needed for serious projects, where it could cut the noise and pollution that emanate from a site. Volvo says its e-machines are already at work on the restoration project in New York City’s Battery Park, at the southern end of Manhattan, where the local government made quiet and clean construction equipment a priority.
Volvo is not alone in this space. Komatsu builds a slate of electric excavators in a variety of sizes leading up to the 20-ton PC210LCE, which the Japanese brand introduced in 2023.
At the smaller end, Bobcat now builds battery-powered mini-loaders and compact excavators. Caterpillar made an EV dump truck a couple of years ago, and more heavy-duty electric machines for industries like mining are on the way.
Although electric loaders and excavators have begun to match the capability of their combustion-powered cousins and have reached a battery runtime that spans a full workday, Volvo and other heavy equipment manufacturers face a few hurdles in convincing more construction companies to go electric. Just like with passenger cars, there is the matter of price. Battery-powered equipment costs more up front, so companies must be convinced that the savings they’ll reap via reduced fuel and maintenance costs will make the electric equipment less expensive in the long run.
And just like with passenger cars, incentives play an outsized role in affordability. Brandis noted that municipalities often have fixed budgets for equipment replacement, which is inconvenient when clean, electric equipment costs substantially more. “We typically rely on purchase incentives or infrastructure incentives, grants, or vouchers that are available,” he said, such as California’s HVIP voucher for zero-emission heavy equipment.
Then there is the construction version of range anxiety, simply ensuring there is enough electricity at any job site to recharge a division of electric loaders. At locations where sufficient electrical infrastructure is already in place, Volvo is helping electric buyers install switchgears, meters, and EV chargers built to talk to the big machines. “It eliminates one other problem point for the customer because we’ve already proven that the operability is there with the equipment,” Brandis told me.
The problem with construction, however, is that sometimes it takes place in remote locations far from easy connections. At ACT, Ray Gallant of Volvo construction equipment said this is the point at which the power has to come to the customer. Volvo recently acquired the battery production business of Proterra, which, among other things, would help the corporation develop battery electric storage solutions that it could deploy remotely — at a far-flung job site, say.
“When we’re in remote sites, we have to take the electrons to the electric machines,” he said.
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The data center boom is everywhere you look in U.S. economic and emissions data.
This is an edition of Heatmap Daily, an evening review of the day’s news written by our executive editor. Sign up for it here.
It isn’t exactly a new thought, but I’ve been struck recently by how many trends in America’s economic and environmental data are fundamentally about the data center boom and the return of electricity demand:
First, the Energy Information Administration reported this week that U.S. emissions grew by more than 2% last year, driven by surging electricity demand and an increase in coal-fired generation. What caused that higher power demand? New factories and data centers — as well as record summertime cooling demand.
Second, many of the new factories driving that higher power demand are themselves producing goods that are … let’s say … data center-adjacent. There are the enormous new semiconductor fabs, of course. But Ford and General Motors have also set up new production lines (or repurposed old ones) to manufacture grid-scale batteries to meet power demand.
Third, take a look at the recent U.S. spending on private non-residential construction — in other words, everything American companies are building that is not houses, condos, or apartments.
The construction industry’s spent almost $60 billion on data centers over the past year, which is more than it spent on all other office buildings combined (and more than it spent building warehouses, too). Just a handful of categories — data centers, power plants, electricity infrastructure, and certain kinds of electronics manufacturing — now make up a third of all U.S. private non-residential construction investment. They’ve never made up such a large share of construction spending since data collection began in 2014.
As The New York Times recently noted, the American economy is unusually dependent on the American stock market right now — and the stock market is unusually dependent on artificial intelligence. This week, investors started to balk at the enormous spending hyperscalers are planning to keep building out the AI boom; Alphabet’s shares dropped 8% this week after it boosted its planned 2026 capital expenditure and signaled 2027 will be even bigger. If the data center boom started to slow down in earnest, then more than just that budget will change.
Speaking of which, my colleague Emily Pontecorvo wrote earlier this week about how many businesses are struggling to even estimate their carbon emissions from artificial intelligence. The carbon accounting startup Watershed recently unveiled a new formula to help companies get a sense of their AI-related emissions.
But even that formula is still limited by the amount of data hyperscalers publish — and they don’t publish that much. Google, for instance, is the only AI company that has (laudably) provided estimates of its emissions on a per-prompt basis. Yet no company has published its per-token emissions, or how emissions sync up with particular models or regions.
So Emily asked Google: Why aren’t you — or any other model provider — disclosing this kind of data yet?
The tech company didn’t get back to us until after we’d published Emily’s story. But its response was interesting enough that I wanted to quote some of it here.
The problem is “industry consensus,” Cooper Elsworth, a Google spokesperson, told us. “There is currently very little consensus on how to comprehensively and fairly measure the serving environmental impact of generative AI (such as text generation),” he wrote. “Without standardized, ‘apples-to-apples’ frameworks, it is difficult to compare different providers accurately.”
That’s partly because energy use — and emissions data — can vary from site to site and depend on “custom-built hardware, software compilers, and advanced inference techniques.” And he claimed Google doesn’t always have the measurement hardware in place to provide such specific estimates: “Providing precise, repeatable data requires highly advanced measurement infrastructure,” he said. “For example, software-based energy monitoring tools often suffer from sampling biases. For our study, we had to step away from top-down averages and directly measure actual energy at the physical power supply unit (PSU) level across our deployed fleet. Not all providers have the telemetry or data sets required to benchmark their operations at this level of granularity.”
Read Emily’s story to understand the other reasons why estimating — or even “guesstimating” — AI-related carbon emissions is so challenging.
A conversation with Emma Uridge of the Kansas Health Institute.
This week’s conversation is with Emma Uridge, analyst with the Kansas Health Institute. Uridge spent copious hours analyzing state and local laws on data center development to best understand how policymakers are responding to the potential environmental public health impacts of large AI infrastructure, including power and water. The report, which came out this week, also goes in depth into those health impacts. I reached out to her to discuss what she sees as must-watch territory for our readers on this emerging policy arena.
Our conversation was lightly edited for clarity.
What is actually being done on policy when it comes to data centers — beyond moratoria of course?
So first I’d like to just talk about the point of moratoria. It’s helpful to talk about how these policies emerge in the first place. One area where moratoria are helpful is when a data center is proposed but the county has no approach for how they’d like to potentially regulate them. That’s temporary, most of the time. It lets local governments conduct research on the various impacts and also negotiate community benefits, ones that can mitigate any potential negative impacts — like Lancaster Pennsylvania, which instituted a community benefit agreement that maximized the potential benefits of development while mitigating what large data centers can do. That agreement looked at capping municipal water use at 20,000 gallons per day and requiring 100% clean energy. It had financial penalties for non-compliance. The company also committed $20 million to their local economic development and clean energy fund. There are ways to negotiate with developers.
We also see amendments to existing zoning. Data center proposals are increasingly popping up in rural areas, many of which are unzoned, so there’s no way a county can negotiate unless there’s a moratorium in place.
Other policy solutions include different performance standards or requiring on-site renewable energy, like what Jefferson County, Missouri, looked at. Also setback requirements, mandatory noise buffers, ending by-right zoning.
Where are local governments getting ideas for regulating data centers?
A lot of the technical information comes from developers. That can in cases be seen as a biased source of information. I wouldn’t say there’s a dedicated group providing assistance to local governments when a project is proposed — which is a similar story to wind industry development, where we have only a handful of consultants who provide technical advice. It can be really helpful to get a multi-disciplinary approach to hearing information. It can be helpful to have the utility commission, public health folks, those in academia, as well as the developer.
As of right now, especially in rural areas, local governments have a hard task of balancing pushback while getting the most accurate, evidence-based, neutral information to make decisions. That balance can be contentious.
What is the federal government doing on data center policy? How is the Trump administration approaching it?
A few things there. In the early days, the drive was for AI expansion and to be competitive with foreign adversaries. Now due to the amount of public pushback in red and blue localities and a more cautious approach.
I’m not seeing a lot of actual policy movement at this time.
I know the EPA is looking at the chemicals used in cooling data centers because when that water is cycled through the system, some of it is discharged into the water system, so they’re looking at the Toxic Substances and Control Act for monitoring that.
How much of an impact does this minimal federal role have on industry behavior?
Y’know, this isn’t specific to data centers. This is true for all kinds of large-scale development: there’s a need to require some sort of federal monitoring and regulation.
That’s where I see an emerging role for public health. At the federal level, there could be policy movement towards requiring some sort of environmental monitoring at data centers to make sure they’re operating responsibility. Looking at specific water use relative to water availability and what happens when there’s a time of severe, persistent drought. With air quality too — we’ve seen areas where the grid isn’t as reliable so their diesel generators are kicking on more and affecting air quality for residents.
We’re just not seeing all of that right now. We need corporate disclosure.
What do you see as the most important public health impacts from data center development?
It varies by localities. The most discussed obviously is water usage. One thing I’d note about my conversations with folks enthusiastic around emerging tech is, there are still questions that need to be asked about the capacity of localities to support a data center. Like a small town in Kansas may only be using 40% of their water for their utility needs. If a data center came online, how much of that water goes to the data center?
One area underexplored within the public health discipline is energy poverty and energy security. The ability of a household to meet the needs of everything energy provides in our lives. It’s known we have an aging electric grid but we’re not talking enough about large-scale blackouts when the grid is not sufficient to support some of these new data centers.
Plus more of the week’s big development fights.
1. Laramie County, Wyoming — Meta is fighting the fine it received in the Cheyenne data center water pollution controversy, and the conflict between the tech giant and the city’s small board of public utilities is continuing to spill out into the public.
2. Niagara County, New York — This county just rejected a solar project’s highway work permits in a show of retaliation against the state’s Office of Renewable Energy Siting.
3. Barron County, Wisconsin — The anti-solar protest is the new campaign stop in deep red Wisconsin.
4. Chesapeake, Virginia — A large battery storage project on the Virginia coastline is on the rocks amidst rampant local opposition.
5. Lewis County, West Virginia — West Virginia is now a key battleground in the fight over transmission, as a line spanning all of West Virginia and Maryland — and cutting through Data Center Alley in Virginia — causes compounding consternation.