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DOE OSTI · 3001074

Preliminary Analysis of Nuclear-Powered Data Center Scenarios

Abstract

This report provides a comprehensive analysis of the potential for nuclear energy to meet the growing energy demands of data centers (DCs). It evaluates the technical, economic, and socio-environmental implications of coupling Nuclear Power Plants (NPPs) with DCs, providing initial responses to several key research questions: What is the potential increased energy demand from DCs in the U.S., in the short, medium and long term? The U.S. is experiencing a rapid increase in energy demand from DCs, with projections indicating a total increase of 24-74 GWy(e) by 2028. Meeting this demand with nuclear energy would require 27–85 GWe of installed capacity. While this surge is expected to slow in the long term, the DC industry needs reliable, scalable, and clean energy sources. How much nuclear capacity can be deployed to meet DC demand and in which timeframe? Several pathways for increasing nuclear capacity were identified, including uprates, restarts of recently retired reactors, power purchase agreements with existing fleet, and new construction. Approximately 20‒28 GWe of nuclear capacity could be dedicated to DCs by the early 2030s. How much High Assay Low Enriched Uranium (HALEU) would be needed to support some nuclear deployment scenarios for DCs? Meeting the deployment targets announced by Google and Amazon for the Kairos Power Fluoride-Salt-Cooled High-Temperature Reactor or KP-FHR (~500 MWe by 2035) and the Xe-100 (~1 GWe by 2040), respectively, requires ramping up 19.75% enriched HALEU production to ~6 t/yr by 2040. What types of nuclear energy/DC coupling options exist, and what are the different benefits/challenges? Five coupling options were analyzed, ranging from grid-connected configurations to colocated, behind-the-meter setups. Key design considerations include the proximity to high- and/or medium-voltage transmission lines, the desired internal fault tolerance, and the sources of alternative/backup power during outages. Each coupling option offers unique benefits and challenges in terms of reliability, system costs, regulation, timeline, etc. A list of NPP/DC deployment scenarios was developed, considering existing or newly built NPP or DC projects. Colocated DCs with new small modular reactors or large reactors on greenfield and brownfield sites are the focus of this report. What types of reactors, especially what size, may be incentivized by DCs? Reactor sizing optimization revealed that the ideal reactor size and number of units depend on DC demand, coupling configurations defined in this report, and other economic factors. Larger reactors are preferred for high-demand DCs and grid-connected systems, while larger number of smaller reactors are better suited for DC configurations without grid backup. Which sites may be compatible with co-located nuclear-powered DCs? Siting those projects is a complicated evaluation factoring local water resources, grid connection availability and reliability, IT infrastructure, local work force, proximity to population zones, etc. For this effort greenfield and brownfield sites such as retired coal-fired plants were used to evaluate this question. This evaluation is not meant to recommend any particular site but it highlights key siting criteria and demonstrates large-scale site availability. What are the socio-economic impacts of co-located nuclear-powered DCs? Those projects generate substantial economic benefits to the local economy, particularly in urban settings. Hyperscale DCs colocated with nuclear power plants (sized around 1 GW of power) can create nearly 1,700 jobs for annual operations and more than 7,300 jobs among the supply chain and local businesses as a result of increased household spending. Rural projects also provide significant benefits, but at lower magnitudes compared to urban deployments.

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BibTeXRIS

Stauff, Nicolas E. [Argonne National Laboratory (ANL), Argonne, IL (United States)], Zhou, Jia [Argonne National Laboratory (ANL), Argonne, IL (United States)], Mann, W. Neal [Argonne National Laboratory (ANL), Argonne, IL (United States)], Sehloff, David [Argonne National Laboratory (ANL), Argonne, IL (United States)] (ORCID:0000000290667575), Cho, So-Bin [Argonne National Laboratory (ANL), Argonne, IL (United States)], Kim, Taek K. [Argonne National Laboratory (ANL), Argonne, IL (United States)], Jenson, William [Idaho National Laboratory (INL), Idaho Falls, ID (United States)], Hannah, Botros N. [Idaho National Laboratory (INL), Idaho Falls, ID (United States)], Omitaomu, Femi [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)], Miller, Brandon [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)], Adeniyi, Abiodun [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)]. 2025-08-31. Preliminary Analysis of Nuclear-Powered Data Center Scenarios. https://doi.org/10.2172/3001074

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