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Research paperFree to read

IEEE Transactions on Sustainable Computing (Institute of Electrical and Electronics Engineers (IEEE)) 2025

xPUE: Extending Power Usage Effectiveness Metrics for Cloud Infrastructures

Do not present facility PUE as the whole efficiency story: add an optional server-overhead factor (sPUE) to the energy model and show an 'effective PUE' = PUE x sPUE next to PUE.

  • Idle servers gave sPUE > 4; on a Dell R640 under rising CPU load the average sPUE was 3.1 and the lowest 2.7.
Research paperPDF

Sustainability (MDPI AG) 2025

Zero-Carbon Development in Data Centers Using Waste Heat Recovery Technology: A Systematic Review

In waste-heat use, first match technology to source temperature (heat pump 20-55 °C, absorption cooling 30-85 °C) and think of electricity, heat, cooling and storage together rather than a single technology.

  • Heat pumps for WHR are listed for source temperatures of 20-55 °C and absorption refrigeration for 30-85 °C.

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Technical guidePDF

European Commission JRC 2025

2025 Best Practice Guidelines for the EU Code of Conduct on Data Centre Energy Efficiency (JRC141521, EUR 40267)

Design the facility to operate within the ASHRAE Class A2 allowable range and require A2 operation within warranty in IT procurement; plan separate environmental zones (practice 5.3.4) for legacy equipment.

  • IT equipment AC/DC power converters should be rated at 90% efficiency or better across expected load ranges.
Technical guidePDF

U.S. DOE FEMP / NREL 2024

Best Practices Guide for Energy-Efficient Data Center Design (Revised July 2024)

Weigh the supply air setpoint against server fan energy: raise it in small steps within the ASHRAE recommended range so the most demanding inlet nears 80 °F, only after air management is in place, and control to IT inlet temperature rather than return temperature.

  • Compute racks reached 60 kW in 2013, and recent liquid-cooled racks exceed 125 kW.

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