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Research paperPDF

Mitigation and Adaptation Strategies for Global Change (Springer Science and Business Media LLC) 2022

Techno-economic analysis of a PV/T waste heat–driven compound ejector-heat pump for simultaneous data centre cooling and district heating using low global warming potential refrigerants

When combining data-centre cooling and heat recovery for district heating in one heat-pump system, select the refrigerant among low-GWP alternatives with COP, PUE, ERF and payback together.

  • R290 gave the highest ERF of the refrigerants examined.

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Research paperFree to read

Swiss Federal Office of Energy SFOE (Energy Research and Cleantech); preprint on arXiv 2025

Temperature Optimisation in Data Centres (TODC) - Final report

Add an IT-side penalty of about 0.3-0.6% of IT power per C of inlet rise above about 23 C (a configurable default) to the setpoint optimiser and energy calculator, and model fan power with the cube of speed.

  • Reported hyperscale inlet temperatures: Google 26.6 C, Microsoft 27 C, Meta 29.4 C.
White paperFree to read

Schneider Electric 2015

Ten Cooling Solutions to Support High-density Servers

Set density warnings by air-distribution type: uncontained flooded return above 3 kW/rack average, uncontained raised floor above 3-6 kW/rack, fan-assisted retrofit ceiling 8 kW/rack, HACS/RACS pods up to 60 kW/rack.

  • Fan-assisted devices raise rack cooling to 3-8 kW and should be UPS-powered.
Technical guideFree to read

Data Center Frontier (Black & Veatch contributed article) 2024

The Benefits of Implementing Substations for Data Centers

Offer a substation object with a configuration field (radial, main-tie-main, ring bus, breaker-and-a-half, double-bus double-breaker) and an insulation type field (AIS, GIS), with footprint and cost multipliers.

  • Some high-voltage equipment has 1-3 year procurement lead times.
Research paperFree to read

ACM SIGEnergy Energy Informatics Review (Association for Computing Machinery (ACM)) 2023

The Dirty Secret of SSDs: Embodied Carbon

In the storage catalogue, store embodied carbon per drive SKU: a default of 0.16 kgCO2e/GB for SSD (Tannu and Nair SEF) and a much lower HDD default.

  • Server emissions are concentrated in the operational phase, whereas about 80% of an iPhone's emissions come from manufacturing.

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