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Research paperPDF

Building Simulation (Springer Science and Business Media LLC) 2024

Energy performance analysis of multi-chiller cooling systems for data centers concerning progressive loading throughout the lifecycle under typical climates

Calculate cooling plant efficiency from the lifecycle-average COP reflecting progressive IT load ramp rather than the design-point COP (in Beijing 2.9 lower than design).

  • Free-cooling hours at PLR 1 ranged from 5921 h in Ulanqab to only 158 h in Hong Kong.
Research paperPDF

Buildings (MDPI AG) 2025

Energy Performance Study of a Data Center Combined Cooling System Integrated with Heat Storage and Waste Heat Recovery System

Assess heat recovery from chilled-water return with a water-source heat pump and hot-water storage in annual-hour simulation; match the winter and summer outlet temperature difference (45 and 30 °C) to the user's need.

  • Free natural-resource cooling covers about 28% of the cooling demand.
Technical guidePDF

U.S. Environmental Protection Agency (ENERGY STAR) 2020

ENERGY STAR Product Specification for Data Center Storage: Test Method (Rev. April 2020)

Record the test-condition envelope (18-28 C inlet, supply voltage) alongside certified storage power values so users know published watts correspond to a cool inlet; apply a temperature-uplift caveat when the design inlet setpoint is higher.

  • Ambient temperature during testing must stay between 18 C and 28 C, relative humidity between 15% and 80%.
Technical guidePDF

U.S. Environmental Protection Agency (ENERGY STAR) 2022

ENERGY STAR Program Requirements for Data Center Storage, Version 2.1 (Partner Commitments and Eligibility Criteria)

Catalogue entries for storage should carry ENERGY STAR status, PSU efficiency curve points (20/50/100%) and power factor, so the rack power model can derive input power and heat from IT load rather than nameplate.

  • PSU power factor minimums: 0.80/0.90/0.95 at 20/50/100% load.

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Technical guidePDF

U.S. Environmental Protection Agency (ENERGY STAR) 2016

ENERGY STAR Program Requirements for Large Network Equipment, Version 1.1 (incl. Test Method Rev. Jan-2016)

Network catalogue items (ToR and spine switches) should store ENERGY STAR status, PSU efficiency points and measured power at idle, VLU, 30% and maximum load so rack heat loads reflect real utilization.

  • All copper-based physical ports must comply with IEEE 802.3 Clause 78 (Energy Efficient Ethernet).
Technical guideFree to read

European Union Agency for the Operational Management of Large-Scale IT Systems in the Area of Freedom, Security and Justice (eu-LISA) 2026

Energy-efficient data centres: a high-level overview - eu-LISA Research and Technology Monitoring Report 2026

For novice users, show the band labels (very efficient, efficient, average, inefficient) as plain-language feedback next to the computed PUE.

  • PUE bands: <= 1.2 very efficient, <= 1.3 efficient, <= 1.5 average, <= 2.0 inefficient.
Research paperFree to read

ACM e-Energy '26 (author version on arXiv) 2025

Enhancing Data Center Low-Voltage Ride-Through

Add a ride-through check to the electrical module: compare the selected UPS input tolerance (IEC 62040-3 class) and IT tolerance (ITI/CBEMA) against the applicable grid-code LVRT envelope for the site's region, and flag the gap.

  • IEC 62040-3 (UPS) and ITI/CBEMA (IT loads) are the least strict compared with proposed TSO grid codes, with a substantial performance gap.
Research paperPDF

arXiv preprint (Black & Veatch / University of Central Missouri) 2025

Enhancing Grid Resilience for Giga-Watt Scale Data Centers Using High Voltage Circuit Breaker Operated Braking Resistors

In gigawatt-scale data-centre interconnection studies, add the load-loss scenario from IT load transferring to UPS in a voltage dip (for example 5 × 200 MW with a 1:1 split giving 500 MW) to the grid frequency and voltage analysis.

  • Data-centre plant sizes are cited as ranging between 500 MW and 2 GW.
White paperFree to read

Schneider Electric 2022

Environmental Sustainability Management (ESM) Software for Colocation Data Centers

In the metering plan generator, confirm meters exist to produce the chosen maturity tier's metric set: total facility kWh, IT kWh for PUE, renewable kWh, site water m3 for WUE, reused energy for ERF.

  • Over 40 countries require GHG reporting; a provider's Scope 1 and 2 emissions are a significant source of tenants' Scope 3.
White paperPDF

Open Compute Project Foundation 2023

Evaluating the Limits of Door Heat Exchanger Solutions Optimized for Open Rack V3

Build a rear-door HX sizing helper that takes rack kW, airflow (cfm), facility water temperature and liquid-capture fraction and returns approach, leaving air temperature and fan power, with 27 C facility water and 30 C air as default reference points.

  • Assumptions: 30 C ambient (cold-aisle upper limit), sea level, 12-15 C air delta T, W27 facility water.

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