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Data Center High-Temperature Liquid Cooling and Heat Reuse Techno-Economic Study: Preprint

Research output: Contribution to conference › Paper

Abstract

Data centers are energy-intensive facilities with growing demands for efficiency and cost-effective operations. Smaller, more distributed edge inference data centers are expected to proliferate as AI applications require low latency closer to the user of AI tools, which presents a growing opportunity to explore the systems implications of liquid cooling on water and energy use. This study analyzes the implementation of high-temperature liquid cooling systems in a prototypical inference 1-MW data center and explores the potential for heat reuse across varying climates with a goal to optimize energy efficiency, reduce capital and operational costs, and identify opportunities for high-performance cooling and water use reduction infrastructure. This analysis evaluated configurations utilizing a peak day hourly sizing and systems performance spreadsheet to evaluate design and operational conditions from which component sizes, installed cost, operational cost, and performance metrics were determined for the Base case and the Elevated case. The techno-economic analysis included heat reuse applications across a range of heat recovery temperatures and heat rejection options. The analysis shows that high-temperature liquid cooling allows for improved energy efficiency, lower water consumption, and lower capital costs compared to traditional cooling approaches. Transitioning to elevated water inlet/outlet temperatures (50 degrees C/60 degrees C) eliminates the need for chillers, cooling towers, and heat recovery equipment in many scenarios across three distinct climate zones. This results in up to 75% capital cost savings for the cooling and heat recovery equipment, and with significantly reduced water consumption, especially in non-heat reuse applications. Heat generated from data centers can also be repurposed for space heating, domestic hot water, and other applications, and is most cost-effective when data center outlet temperatures exceed 55-60 degrees C.
Original languageAmerican English
Number of pages19
StatePublished - 2026
EventACEEE Summer Study 2026 - Asilomar CA
Duration: 2 Aug 2026 → 7 Aug 2026

Conference

ConferenceACEEE Summer Study 2026
CityAsilomar CA
Period2/08/26 → 7/08/26

NLR Publication Number

  • NLR/CP-5500-100853

Keywords

  • datacenter
  • edge
  • heat reuse
  • inference
  • liquid cooling
  • pue

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