Optimising Thermal Performance in Data Centre Server Racks via a Parametric Layout Configuration Study
The rapid expansion of data centres has intensified the demand for low-threshold thermal optimisation strategies that avoid the high costs and operational disruptions associated with conventional infrastructure retrofits. This study focuses exclusively on in-rack server layout adjustments, specifically server power combination, arrangement methods, and air supply velocity. A dedicated experimental platform was constructed to represent a standard server rack environment, and physical single-factor and orthogonal experiments were conducted to evaluate cooling efficiency. Results indicate that: (1) Heat accumulates primarily at the rack top, producing pronounced temperature stratification. (2) The relative impact of the examined parameters on thermal performance ranks as follows: air supply velocity > power combination > arrangement method. (3) An optimal configuration—400 W × 10 servers positioned in the lower rack with an air supply velocity of 4 m/s—effectively alleviates heat imbalance and suppresses hot-spots. Compared with a non-optimised baseline, this configuration yielded measurable improvements in airflow utilisation and thermal uniformity. This work demonstrates that strategic in-rack layout adjustments alone can markedly enhance cooling performance without additional capital investment or infrastructure modifications, offering actionable guidance for data centre operators seeking practical, low-effort optimisation measures.
| Item Type | Article |
|---|---|
| Identification Number | 10.1038/s41598-026-58700-x |
| Additional information | © The Author(s) 2026. Open Access. This article is licensed under a Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
| Date Deposited | 01 Oct 2026 13:10 |
| Last Modified | 03 Oct 2026 01:05 |
