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RegulationPDF

European Commission 2019

Commission Staff Working Document SWD(2019) 106 - Impact Assessment accompanying Commission Regulation laying down ecodesign requirements for servers and data storage products

In the what-if module show direct and infrastructure savings separately for IT refresh scenarios: the document finds infrastructure savings exceed direct IT savings, which supports showing that every watt saved in IT also saves cooling and power infrastructure energy.

  • The preferred option 3.2 saves 6.5 TWh per year in 2020 and 8.9 TWh in 2030.
Technical guideFree to read

Consulting-Specifying Engineer 2008

Commissioning on-site electrical systems

For phased builds, the tool should place load-bank connection points and isolation breakers and output a Cx test list with individual, discrete and integrated levels.

  • The owner estimated a $5 million recovery cost had the load dropped.
Research paperPDF

CIGRE US National Committee, 2026 Grid of the Future Symposium (arXiv preprint) 2026

Comparative Analysis of Large Load Interconnection Requirements Across U.S. Transmission Entities

Design data-centre UPS and load control to the most restrictive entity's requirement: 6.0 s ride-through at 0.70-0.90 pu (CAISO), six fault-clearing attempts within 90 s (SPP), six 50-70 ms reclosings (Dominion), and the ban on constant-power control (SPP).

  • MISO's proposal requires withstanding three voltage disturbances within 10 s and phase-angle jumps up to 25 degrees.

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Research paperPDF

Energies (MDPI AG) 2019

Comparing Performance Metrics of Partial Aisle Containments in Hard Floor and Raised Floor Data Centers Using CFD

In airflow assessment do not rely on RCI alone; RCI of 100% coexisted with RTI of 40-50%, showing oversupply and bypass. Report RTI and per-rack Capture Index together.

  • With supply cut by 50%, RTI rose above 80%, and recirculation appeared in all containment variants while RCI still looked acceptable.
White paperFree to read

Schneider Electric 2011

Comparison of Static and Rotary UPS

Store UPS efficiency as a curve with at least 25/50/75/100% load points, plus storage type (battery, flywheel) and ride-through seconds.

  • Rotary can cost 40% more up front and is typically not modular.
Research paperPDF

Entropy (MDPI AG) 2019

Cooling Effectiveness of a Data Center Room under Overhead Airflow via Entropy Generation Assessment in Transient Scenarios

Use in the design rationale that aisle containment cut air-side entropy generation to negligible levels (0.15% and 0.03%), against 34% for an uncontained legacy room.

  • With containment, air-side entropy generation was only 0.15% (downward flow) and 0.03% (upward flow) of the total, against an earlier estimate of 34% for an uncontained legacy room.
Research paperPDF

Energies (MDPI AG) 2023

Cooling Technologies for Internet Data Center in China: Principle, Energy Efficiency, and Applications

In China, define project design targets from GB 50174-2017 temperature and humidity limits (18-27 °C, dew point 5.5-15 °C, RH at most 60%) and provincial PUE caps (for example Guangdong 1.25).

  • Cooling accounts for about 35-40% of total IDC energy consumption, the second largest consumer after IT equipment.
Research paperPDF

IEEE Transactions on Cloud Computing (Institute of Electrical and Electronics Engineers (IEEE)) 2026

Coordinated Cooling and Compute Management for AI Datacenters

Design AI-hall cooling control together with workload management: when GPU count and tensor parallelism, DVFS and supply air temperature and airflow were optimised jointly, cooling energy fell by 31.2%.

  • Cooling is cited as contributing approximately 45-50% of total energy consumption in AI data centres.
Research paperPDF

IEEE Transactions on Components, Packaging and Manufacturing Technology (Institute of Electrical and Electronics Engineers (IEEE)) 2021

CPU Overclocking: A Performance Assessment of Air, Cold Plates, and Two-Phase Immersion Cooling

For high-heat-flux chips, compare the point at which air cooling throttles (here 3.3-4 GHz) with the clock-rate gain from cold plates or 2P immersion (41-51%) in cooling technology selection.

  • Compared with air cooling, cold plates gave up to 41% and 2P immersion up to 51% higher CPU clock rates.

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