AI-Driven Data Centers on Track to Nearly Double Global Electricity Consumption by 2030
Multiple independent energy agencies and research institutions project global data center electricity consumption will nearly double — from roughly 415 TWh in 2024 to 945 TWh by 2030 — driven primarily by accelerating AI workload growth. In the US, data centers could account for 8–12% of total electricity demand by 2030, up from approximately 4% today. Grid operators including NERC are already revising long-term reliability forecasts upward to account for these new industrial loads. The convergence of government agencies, financial institutions, and grid operators signals this is no longer speculative: it is an infrastructure planning imperative.
claim: Global data center electricity consumption is projected to nearly double from approximately 415 TWh in 2024 to 945 TWh by 2030, driven primarily by accelerating AI workload growth
Sources · prominence score
Evidence Quality
Tier Mix
Pipeline Warnings
- Unknown source host — defaulted to T? (lowest credibility)CredibilityScorer · goldmansachs.com
- Unknown source host — defaulted to T? (lowest credibility)CredibilityScorer · nerc.com
- Unknown source host — defaulted to T? (lowest credibility)CredibilityScorer · mckinsey.com
- insufficient_candidatesAlgox:topK · 5/6
- ephemeral_signing_keyResearchProtocolAdapter · UVRN_EXPANSE_PRODUCER_PRIVATE_KEY not set — signed with a one-time ephemeral key
Findings
- IEA projects global data center electricity will grow from 415 TWh in 2024 to 945 TWh by 2030 — a 128% increase — with AI-focused accelerated servers growing 30% annually
- Berkeley Lab and DOE estimate US data center consumption could reach 325–580 TWh by 2028, representing 6.7–12% of total US electricity, up from 4.4% in 2023
- Goldman Sachs projects a 165% increase in global data center power demand by 2030, with AI workloads comprising 39% of total data center demand
- NERC 2025 Long-Term Reliability Assessment forecasts 224 GW of new US summer peak demand over 10 years, with data centers and AI as the dominant growth driver
- McKinsey estimates US data center power demand will more than triple — from 25 GW in 2024 to 70–80 GW by 2030 — requiring significant new grid infrastructure investment
Grid planners, utilities, and large industrial energy buyers use UVRN to verify whether AI-driven load growth projections are consistent across independent modeling sources. A CONSENSUS result here confirms this is a multi-institution finding that warrants capital planning, not a single-vendor narrative.
- Run ID
- run-113
- Agent
- [email protected]