References
● ASHRAE, NEMA, PNNL — AI Data Center Energy Performance Framework — AI data center power/cooling demand and the shift to GPUs. [S1] | https://www.ashrae.org/technical-resources/ai-data-center-framework
● U.S. DOE, Data Centers and Servers / Cooling Control Systems — energy intensity and cooling’s share of consumption. [S2] | https://www.energy.gov/eere/buildings/data-centers-and-servers
● LBNL, Liquid Cooling — the value of liquid cooling and its high heat capacity. [S3] | https://datacenters.lbl.gov/liquid-cooling
● ASHRAE TC 8.1 / TC 8.2 — the role of compressors and vapor-compression refrigeration systems. [S4]
● U.S. EPA, AIM Act / HFC phasedown — HFC reduction and refrigerant-transition regulation. [S5] | https://www.epa.gov/climate-hfcs-reduction/technology-transitions-hfc-restrictions-sector
● ASHRAE Refrigerant Designations / Standard 34 — refrigerant numbering and safety classification. [S6] | https://www.ashrae.org/technical-resources/standards-and-guidelines/ashrae-refrigerant-designations
● DOE/FEMP, Best Practices Guide for Energy-Efficient Data Center Design — PUE/WUE and cooling heat paths. [S7] | https://www.energy.gov/femp/articles/best-practices-guide-energy-efficient-data-center-design
● NIST, HVAC&R Equipment Performance Group — refrigerant properties, efficiency, and fault-detection research. [S8] | https://www.nist.gov/el/energy-and-environment-division-73200/hvacr-equipment-performance-group
● Uptime Institute, Global Data Center Survey 2025 — industry-average PUE (1.54) and findings on operational stability/standardization. [S9] | https://intelligence.uptimeinstitute.com/resource/uptime-institute-global-data-center-survey-2025
● U.S. EPA, Technology Transitions GWP Reference Table — GWP figures by refrigerant. Subject to AR5/AR6 review. [S10] | https://www.epa.gov/climate-hfcs-reduction/technology-transitions-gwp-reference-table
Note: [S1]–[S9] in the body correspond to the source mapping above; regulatory and statistical figures are based on the latest publicly available version of each source as of the time of writing. Claims involving performance, energy, water, cost, or uptime require separate verification before customer-facing use, and this article does not assert that liquid cooling fully replaces refrigerant/compressors. Publication target: September 2026.