This 12 months’s Baker Hughes Annual Assembly in Florence, Italy, highlighted simply how far curiosity in information facilities has expanded past the IT sector. A big crowd of delegates from the power sector gathered for a breakout session on information facilities final week, the place the dialogue centered on the pressure generative AI is putting on energy infrastructure.
The scene was set with a Goldman Sachs projection that data center power demand will grow by 165% by 2030 – elevating considerations about whether or not native grids can hold tempo with out compromising reliability.
Panelists from the information heart, authorities, and power sectors chimed in with their opinions, providing insights into the challenges and potential options for balancing AI-driven demand with grid stability.
“The information heart market was rising steadily because of the cloud and has been supercharged by AI,” stated Jeffrey Tapley, COO of knowledge heart owner-operator Digital Realty. “Three years in the past, we had an oversupply of knowledge facilities, however AI is now pushing up value charges for information heart house, which is doubling in some markets.”
Tapley defined that transmission and energy constraints exist in lots of municipalities. He famous that grid connections for brand spanking new information facilities are sometimes delayed by a 12 months or extra, even after preliminary assurances of energy availability.
“I don’t discover consolation in being instructed that I’ll have energy for a brand new information heart by 2030,” stated Tapley. “We choose to have a look at how we will get energy to the location ourselves.”
Panelists on the 2025 Baker Hughes Annual Assembly mentioned the mounting energy calls for of AI-driven information facilities (Picture credit score: Drew Robb)
Location, Location, Location
Hyperscalers are demanding huge energy close to AI improvement hubs, the place giant language fashions (LLMs) are educated in information facilities. For the reason that ‘studying part’ of AI isn’t latency-sensitive, proximity to finish customers isn’t a precedence. Even so, Tapley stated he was hesitant to construct information facilities solely devoted to those workloads.
“In the event you colocate an information heart for AI, that website may not be wanted in seven years,” he stated. “Then again, metro areas will all the time want extra energy for the ever-expanding cloud, even when AI doesn’t take off as anticipated. Digital Realty, then, is concentrated on increasing its metro space footprint because it expects that sector to proceed to be sturdy.”
Tapley wasn’t particularly eager on renewables or battery storage both. He stated they take up an excessive amount of land – invaluable actual property that Digital Realty prefers to prioritize for its information heart halls.

The information heart breakout session attracted a packed viewers (Picture credit score: Drew Robb)
One other key think about information heart website choice is proximity to the pure fuel community. Tapley famous that fuel energy is a extra viable possibility for services positioned close to present pipelines, making it simpler to justify funding in onsite era.
Nonetheless, extending fuel infrastructure to extra distant information facilities can require years of negotiations over easements and important prices. For instance, whereas one firm not too long ago constructed a modular information heart in Virginia with a fuel pipeline at its doorstep, Digital Realty’s new website close to Dulles Airport faces a unique problem – the closest fuel line is not less than six miles away.
Extending a fuel pipeline to the power would require substantial funding, so Digital Realty plans to diversify its energy sources because the venture scales. Whether or not fuel era will in the end play a task stays unsure.
“We might spend some huge cash on the pipeline, after which demand may go away,” Tapley stated.
Onsite Effectivity for Tomorrow’s Knowledge Facilities
Jonathan Maxwell, founding associate and CEO of Sustainable Improvement Capital LLP (SDCL), highlighted systemic power inefficiencies and burdened the necessity for onsite options. SDCL, which has $2.5 billion invested in onsite power for trade and transport, has considerably elevated its concentrate on information facilities.
“The soiled little secret is that almost all power is wasted: 8% in extracting and changing it, 50% in warmth losses, and 5-10% on the level of use,” stated Maxwell. “By the point information heart operators pay for costly energy, most of it wasted.”
The way in which to unravel this subject, he argued, is by constructing power options the place they’re most wanted – onsite. Up to now, 25% of SDCL’s enterprise has been in information facilities. It has now ramped as much as 50-60% of present tasks.
“In the event you can generate power domestically, it’s normally cheaper than the grid,” stated Maxwell.
The CEO sees batteries taking part in an more and more necessary position as information facilities steadily part out diesel mills for backup energy. In spite of everything, batteries are a well-recognized know-how courtesy of uninterruptible energy provide (UPS) methods. Pure fuel is an alternative choice that could possibly be used to switch diesel, he added.
Maxwell beneficial a evaluation of ‘cogeneration’ choices corresponding to using waste warmth to offer steam for heating and cooling. This can be a great way to enhance venture economics.
Greg Joiner, government vice chairman of renewable energy era at Shell Vitality, concurred.
“We want extra batteries and fuel peaking items to easy out demand,” he stated. “Hybrid options give the stability of affordability, sustainability, and safety.”
U.S. Infrastructure Constraints
The ultimate panelist at this 12 months’s Baker Hughes session was Dan Brouillette, U.S. Vitality Secretary throughout President Trump’s first time period. He continued the theme of infrastructure constraints impacting the high-growth tech house. Regardless of the brand new president’s recurring “Drill, child, drill,” mantra, important hurdles stand in the way in which of using the considerable power sources of North America. The area’s enormous oil and fuel reserves are arduous to move to key inside markets and to the coast for export.
“We want higher pipelines and lots of extra of them to have the ability to transfer fuel to the ocean,” stated Brouillette.
Grid-wise, he cited forecasts that the U.S. could be near 30 GW in need of capability in subsequent 5 years. That was earlier than the continuing surge in information heart demand. Ready round for energy and fuel strains will not be an possibility for these hoping to capitalize on AI.
“Colocation will probably be increasingly more the long run,” stated Brouillette. “Deliver your individual energy goes to be a significant development.”
Like Tapley, Brouillette doesn’t see renewables as a direct reply to AI energy calls for. Land use wants and a capability issue of round 30% will restrict the position of renewables in AI information facilities. Equally, nuclear improvement will take too lengthy.
The federal authorities could also be easing rules and accelerating the allowing course of for infrastructure, however there’ll nonetheless be loads of state and native approvals to be earned. After which there’s the specter of litigation hovering over information heart growth.
“Allowing reform may have to be supported by authorized reform,” stated Brouillette.
DeepSeek Disruption
Amid discussions of AI’s surging energy wants, a brand new improvement out of China – DeepSeek AI – guarantees to considerably minimize power consumption. However will it change the long-term outlook?
Shortly earlier than the convention, China unveiled DeepSeek AI with the promise of reducing AI energy calls for by greater than 90%. Brouillette believes the open supply know-how could have a direct influence however is unlikely to change long-term power demand. Whereas advances like DeepSeek could quickly delay projections of knowledge heart power spikes, Brouillette argues that AI’s long-term energy calls for will stay huge.
“Even when DeepSeek’s power guarantees are proved out, it is going to influence the timeline of power predictions however not the quantity,” stated Brouillette.