Energy Foundation

loads · metrics · bottlenecks

Gigafactories, fabs and AI data centers each need a power plant's worth of electricity. The grid connection, not the building, now sets the schedule.

Two panels. Top: typical campus power demand on a log scale - EV and battery gigafactories 50 to 200 MW, semiconductor fabs 50 to more than 300 MW, AI data center campuses 100 MW to more than 1 GW. Bottom: US wait times for power - the median project completed in 2025 took 61 months from interconnection request to operation; generator step-up transformers take about 144 weeks and large power transformers about 128 weeks to deliver. CAMPUS POWER DEMAND, TYPICAL RANGE (LOG SCALE) Battery gigafactory 50-200 MW Semiconductor fab 50-300+ MW AI data center campus 100 MW to 1 GW+ 10 MW 100 MW 1 GW TIME TO POWER: US WAIT TIMES Interconnection, median 61 months Step-up transformer ~144 weeks Large power transformer ~128 weeks
Interconnection queue, end 2025
2,061 GW
Median request to operation
61 months
Large transformer lead time
~128 weeks
US data center share of power, 2023
4.4%
Hub
Supply Chain

Finding

Electrification now waits on electrons: interconnection and transformers set the schedule for gigafactories, fabs and AI campuses

The heaviest new loads in the US are battery and EV gigafactories, semiconductor fabs and AI data centers, each drawing 50 MW to more than 1 GW at one site. The median US generation project completed in 2025 took 61 months from interconnection request to operation, 2,061 GW sat in interconnection queues at the end of 2025, and large power transformers take about 128 weeks to deliver.

Data centers are the fastest-growing load. Lawrence Berkeley National Laboratory put them at 4.4% of US electricity in 2023 and projects 6.7-12% by 2028. In Texas, large-load requests to ERCOT have outrun the generation and transmission built to serve them (ERCOT large-load interconnection, AustinIO). Builders respond by bringing power with them: behind-the-meter gas turbines and engines, fuel cells and battery storage organized as microgrids.

China plans transmission ahead of load: State Grid and China Southern Power Grid build ultra-high-voltage lines on multi-year plans, and State Grid's annual grid investment has run above 600 billion yuan. That is one reason Chinese gigafactories cite cost, not grid access, as the constraint. In the US the gating items are physical - transformers, switchgear, gas turbines - and procedural: interconnection studies and transmission permits.

Loads

The demand triad

Typical campus loads; individual sites vary widely.

Heavy new loads and their outage sensitivity
SectorTypical campus loadOutage sensitivityExamples
EV and battery gigafactories50-200 MWHigh: production stops, formation and dry rooms must restartTesla Giga Texas, Panasonic De Soto (Kansas), CATL Ningde, BYD Hefei
Semiconductor fabs50-300+ MWVery high: wafer scrap, tool damage, days to requalifySamsung Taylor, TI Sherman, TSMC Arizona, SMIC Shanghai
AI data centers100 MW to 1 GW+High to very high: stranded compute, interrupted training runsStargate Abilene, xAI Colossus (Memphis), Alibaba and ByteDance campuses

Metrics

Metrics that decide a power plan

Energy planning metrics
MetricDefinitionWhy it matters
SAIDI / SAIFIAverage outage duration and frequency on the utility feederSets how much on-site resilience is needed: UPS, BESS, gensets
Time to powerMonths from interconnection request to energizationOften the longest item on a gigafactory or data center schedule
LCOELevelized cost of energy: lifetime cost per MWhCompares solar, wind, gas, nuclear and storage on one basis
Scope 1, 2, 3 emissionsDirect, purchased-electricity and supply chain emissionsDrives PPA strategy, compliance and customer requirements

Bottlenecks

What slows energization

Energy bottlenecks
BottleneckImpactOutlook
Large power transformers~128 weeks; step-up units ~144 weeks; US imports about 80% of large unitsNew US plants from 2027; Wood Mackenzie sees the shortfall falling from 30% (2025) to about 5% by 2030
Grain-oriented electrical steelAbout 10 mills worldwide; Cleveland-Cliffs is the only US producerBaowu, Nippon Steel and POSCO lead capacity; amorphous cores are a partial substitute
Gas turbinesGE Vernova, Siemens Energy and Mitsubishi Power order books are full for yearsReciprocating engines, fuel cells and batteries fill the gap
Interconnection and permittingQueue studies and transmission approvals take yearsFERC Order 2023 cluster studies; pre-approved corridors
Skilled laborHV electricians and lineworkers limit commissioningPrefabricated skids, factory-tested blocks, training pipelines

Sources

Sources and scope

Scope
Energy Foundation
Sources
LBNL (2024 data center report; interconnection queue data); Wood Mackenzie transformer outlook (2025); EIA
Updated
October 2026