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Flexible Data Centers and the Grid: Lower Costs, Higher Emissions?

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Listed:
  • Christopher R. Knittel
  • Juan Ramon L. Senga
  • Shen Wang

Abstract

Data centers are among the fastest-growing electricity consumers, raising concerns about their impact on grid operations and decarbonization goals. Their temporal flexibility—the ability to shift workloads over time—offers a source of demand-side flexibility. We model power systems in three U.S. regions: Mid-Atlantic, Texas, and WECC, under varying flexibility levels. We evaluate flexibility's effects on grid operations, investment, system costs, and emissions. Across all scenarios, flexible data centers reduce costs by shifting load from peak to off-peak hours, flattening net demand, and supporting renewable and baseload resources. This load shifting facilitates renewable integration while improving the utilization of existing baseload capacity. As a result, the emissions impact depends on which effect dominates. Higher renewable penetration increases the emissions-reduction potential of data center flexibility, while lower shares favor baseload generation and may raise emissions. Our findings highlight the importance of aligning data center flexibility with renewable deployment and regional conditions.

Suggested Citation

  • Christopher R. Knittel & Juan Ramon L. Senga & Shen Wang, 2025. "Flexible Data Centers and the Grid: Lower Costs, Higher Emissions?," NBER Working Papers 34065, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:34065
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    More about this item

    JEL classification:

    • D61 - Microeconomics - - Welfare Economics - - - Allocative Efficiency; Cost-Benefit Analysis
    • L94 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Electric Utilities
    • Q41 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Demand and Supply; Prices
    • Q48 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Government Policy

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