Topic guide

Airflow

Browse references on airflow management, aisle arrangements and rack inlet conditions. Investigate cooling distribution and air mixing alongside the measurement methods and modelling assumptions reported by each source.

Sources
118
Downloadable PDFs
37
Years
2008–2026

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Technical guideFree to read

Upsite Technologies blog 2014

4 Steps to Reducing Bypass Airflow

Compute CCF for each room from running cooling capacity and IT load and show it as a KPI, with a warning when it is high (oversupply).

  • CCF = rated capacity of running cooling units (kW) / (1.10 x IT critical load kW); the 10% covers lights, people etc.
Research paperPDF

Energies (MDPI AG) 2020

A Comparative CFD Study of Two Air Distribution Systems with Hot Aisle Containment in High-Density Data Centers

In high-density HAC halls, prefer a raised floor to hard-floor supply; on a hard floor high-velocity jets can starve the racks nearest the CRAHs and draw hot air back into them.

  • On the hard floor, supply velocities of 10 m/s or more persisted to the eighth rack position, versus the fourth with a raised floor.
Research paperFree to read

arXiv preprint (Cadence Design Systems) 2026

AI-driven Thermal-aware Data Center Capacity Planning

For layout iteration and add-load what-ifs, a surrogate that predicts only cabinet-inlet temperature (the compliance quantity) is cheaper and more accurate than full-field surrogates.

  • As a practical guideline, an initial dataset is about 500 simulation cases with around ten randomised parameters.
Research paperPDF

Energies (MDPI AG) 2018

Analysis of Air-Side Economizers in Terms of Cooling-Energy Performance in a Data Center Considering Exhaust Air Recirculation

In airside economiser design, plan exhaust grilles and the building envelope so recirculation stays below 5%; 15% recirculation raised energy about 6.1% for direct and 9% for indirect.

  • The authors recommend placing exhaust-air grilles so recirculation is below 5%, or handling it in the envelope plan at design stage.
Research paperPDF

Journal of Engineering Research and Sciences (Journal of Engineering Research and Sciences) 2026

CFD Analysis of Data Center Hall Cooling Performance under Normal and Failure Modes with Control Strategies and Airflow Leakages

Do thermal verification of failure mode (two ACUs offline) with realistic air leakage (cabinet gaps, HAC panel joints); a leak-free model can comply while the leaky model exceeds 32 °C.

  • The grid study selected 7,288,454 cells with the standard k-epsilon model and wall functions.
Technical guideFree to read

Uptime Institute Journal 2014

Close Coupled Cooling and Reliability (Matt Mescall)

For in-row and RDHx designs, evaluate cooling redundancy per aisle or row, not per room, and check unit throw distance to the farthest rack under N-1.

  • A planned electrical outage may take out no more than the redundant number of cooling units in any single aisle; 2N CCC with A/B split simplifies this.
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.

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