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.
97–120 / 232
Open Compute Project Foundation 2021
Add mechanical, hydraulic, electrical and network inspection protocols and a recorded pressure-decay test to the delivery and commissioning plan for rack acceptance.
Data Center Knowledge 2026
Add a retrofit check comparing liquid-cooled rack weight (default up to about 3,000 lb / 1,360 kg) with the raised-floor rating.
Buildings (MDPI AG) 2026
In IEC control, stage airflow to follow load rate and spray to follow room temperature, and prefer a low fresh/return air ratio.
arXiv preprint (math.OC), MIT Operations Research Center 2025
In data-centre carbon accounting, consider hourly locational marginal emissions (LME) rather than an annual-average grid factor; the LME-based intensity (about 672 kgCO2/MWh) was about 3 times the average factor (202).
IEC 2024
In the switchgear catalogue, tag devices with isolation suitability and RCD/RCM/IMD monitoring functions.
Communications of the ACM (Association for Computing Machinery (ACM)) 2025
Separate withdrawal from consumption in water outputs, and default cooling-tower consumption to about 80% of withdrawal when water quality is good.
Scientific Reports (Springer Science and Business Media LLC) 2025
In a building-integrated edge data centre, distribute workload to servers so outlet temperatures are as high as possible (within standard limits); recoverable heat rose by up to 17.1% over random distribution.
Schneider Electric 2011
Auto-place 3 inlet temperature sensors per rack front, 1 humidity sensor per cold aisle, and leak rope around every CRAC/CDU and raised-floor water path.
Mortenson 2024
In the phasing module, model staged handovers with live-side/build-side separation.
Huawei Digital Power 2022
Support CUE, WUE and a heat-reuse fraction next to PUE in reports.
NFPA 2027
In the arc-flash module, after the IEEE 1584 incident-energy calculation, produce NFPA 70E-style equipment labels (incident energy, arc-flash boundary, working distance).
National Institute of Standards and Technology 2011
Use the NIST terms when describing on-prem and SaaS delivery of the platform: an on-prem installation is a private cloud, a hosted service is SaaS.
National Institute of Standards and Technology 2010
Derive MTD, RTO and RPO from the BIA for the data centre and translate them into UPS and generator runtime, cooling redundancy and replication architecture requirements.
National Institute of Standards and Technology 2023
Zone the data centre's electrical (UPS, generator, ATS) and mechanical (cooling, HVAC) control systems as an OT network, separated from the corporate IT network by a DMZ.
National Institute of Standards and Technology 2025
Add media sanitization to the facility's storage and server lifecycle plan at commissioning, and label media with the confidentiality category of the system.
Uptime Institute Intelligence 2023
Add climate and sustainability risk categories, which operators typically omit, to the tool's risk-assessment checklist.
Schneider Electric 2016
Add cooling catalog fields: VFD fans/compressors/pumps, supported control level, group-control protocol and vendor compatibility, and whether control is on rack-inlet temperature and dew point.
Schneider Electric 2015
Add rack catalog fields: width (600/750/800 mm), vertical cable channel capacity, roof/base cutouts and a 'networkRack' flag.
arXiv preprint (Microsoft Azure) 2023
In the power planner, apply different diversity and oversubscription factors by workload: inference rows can be provisioned below sum-of-nameplate (for example peak about 80% of provisioned), while training rows should assume near-coincident peaks with only about 10% headroom.
Schneider Electric 2024
For every rack, row and upstream device store design maximum supply, design maximum demand (nameplate or as-configured) and measured actual where available; enforce supply >= demand at each hierarchy level including under N-1.
Schneider Electric 2013
Warn when rack branch-circuit load exceeds 80% of breaker rating.
Legrand 2015
In the PDU catalogue keep fields for input (V, A, phases), metering accuracy class and operating temperature rating, using 60 C as the hot-aisle reference.
arXiv preprint (Emerald AI / EPRI / National Grid / NVIDIA / Oracle; submitted to IEEE) 2026
Add a 'flexible load' profile in the grid-connection module: committed reduction depth (%), response time (s), duration (h) and recovery, derived from the workload priority mix.
IEEE Transactions on Industry Applications (Institute of Electrical and Electronics Engineers (IEEE)) 2026
In battery-room arc-flash labelling, calculate the self-extinguishing model alongside the maximum power method rather than using the latter as the only reference, and check cases where excessive PPE categories make maintenance impractical.
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