Uptime Institute 2024
Five Data Center Predictions for 2024 (Uptime Intelligence)
Use as context in the design wizard's roadmap and assumption notes on density, grid and liquid cooling.
- Published as UII Keynote Report 121 in January 2024.
Topic guide
Explore publications on data centre operations, maintenance, monitoring and routine technical processes. Review operational guidance in the context of your facility’s equipment, responsibilities and procedures.
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Uptime Institute 2024
Use as context in the design wizard's roadmap and assumption notes on density, grid and liquid cooling.
Uptime Institute 2025
Cite it as context when documenting density, grid and liquid-cooling assumptions as roadmap notes in the design wizard.
Schneider Electric 2013
Model a project as plan -> design -> build -> operate/assess and gate site selection behind the six completed requirements, warning if a site is chosen before they are set.
U.S. DOE Federal Energy Management Program / Lawrence Berkeley National Laboratory 2014
In the metering design tool, let users pick Level 1/2/3 metering and display the resulting PUE uncertainty band.
IEEE Access (Institute of Electrical and Electronics Engineers (IEEE)) 2026
Require block-level (per-unit) voltage and resistance monitoring in UPS battery monitoring rather than string totals, citing that one weak unit in a series string limits the whole string's capacity.
Schneider Electric 2023
Add tenantId and commercialStatus (open, closed, reserved, internal) to racks, cages and floor zones, with a floor-plan overlay coloured by status and per-zone remaining power, cooling and ports.
Schneider Electric 2026
Give every asset type, serial, rack/U location, network port, explicit A/B power path (rack PDU, UPS, PDU, switchgear) and cooling-unit dependency so the design exports as a DCIM digital twin.
Schneider Electric 2022
Add expected-life defaults to the asset catalogue (LV switchgear 15-25, MV switchgear 30-40, UPS 10-15 years), insulation medium for MV gear (SF6 or SF6-free), refrigerant with GWP for cooling units, and links to PEP/EPD documents.
Schneider Electric 2011
Give edge and closet room templates a default monitoring package: door switch, temperature at 3 heights, leak detector, camera, network management card on UPS and cooling, and metered/switched PDUs with sequencing.
Schneider Electric 2014
Evaluate hot spots only at rack inlets against the selected ASHRAE class recommended range, not hot-aisle temperatures.
Open Compute Project Foundation 2025
Give immersion tank and server catalogue items a field-reliability reference (AFR), and use component-level AFRs in the reliability module rather than assuming immersion degrades availability.
Open Compute Project Foundation 2019
In the monitoring/BMS design module, include a telemetry point list that pulls IT power (Redfish/IPMI) alongside facility meters.
ABB 2013
In the operations module include DCIM/EPMS integration points per device (protocol: Modbus, IEC 61850).
ISO/IEC 2018
At operations handover, generate a capacity-planning and operations dataset (asset register, capacity headroom by power/cooling/space, maintenance windows) from the design model.
ISO/IEC 2017
In the operations dashboard, compute ITEUsv only for CPU-centric servers.
National Academy of Engineering, The Bridge (LBNL authors) 2026
Expose flexibility capability per design (curtailable MW, BESS duration, on-site generation) as outputs for interconnection applications.
Uptime Institute Journal 2026
Catalogue DLC loops with coolant type (PG25/DI), filtration rating (default 25 micron) and wetted materials.
Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (ACM) 2020
Include a calibration workflow in the hand-over to operations: import aisle sensor data, mark per-server airflow (and bypass/recirculation) as calibration parameters with priors, and report MAE before and after calibration.
Kişisel Verileri Koruma Kurumu (KVKK) 2025
When the 'personal data hosted' flag is set, require locked server rooms with access logging, fire and flood protection and segregated backup storage rooms in the layout checklist.
Kişisel Verileri Koruma Kurumu (KVKK) 2017
Implement scheduled purge or anonymisation jobs with a configurable interval not exceeding six months, including backups.
Proceedings of the 22nd International Middleware Conference (ACM) 2021
For carbon and sustainability reporting, use hourly (not annual average) grid carbon-intensity profiles per region.
Legrand 2026
In the rack-power calculator, offer inlet presets (voltage, amps, plug), apply 80 % continuous derating and show kW per feed.
Energy Efficient HPC Working Group 2013
In commissioning checklists the tool generates for liquid-cooled plants, include verification that instrumentation matches manufacturer specifications.
WSP 2026
For TCS loops, add coolant fields (demineralised water, PG percentage).
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