Topic guide

Reliability

Explore references on reliability, availability and redundant architectures. Review failure models, maintenance arrangements and system dependencies while keeping the evidence, methods and scope of each publication in view.

Sources
255
Downloadable PDFs
58
Years
2002–2026

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1–24 / 255

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 paperPDF

arXiv preprint (Texas Tech University / PNNL; submitted to Renewable and Sustainable Energy Reviews) 2026

A Critical Review of Grid Integration Challenges and Flexibility Opportunities for Large-Scale Data Centers

Base interconnection studies on staged, updatable facility data rather than a single static MW value; requested peak MW and annual energy alone do not establish integration.

  • Under IEEE 519-2022, voltage-distortion limits at the PCC are the system owner's responsibility and current-distortion limits are the user's; a scalar THD cannot rule out narrow-band resonance.
Research paperPDF

Energies (MDPI AG) 2023

A Review of Flywheel Energy Storage System Technologies

In UPS designs that only need bridging until the generator starts, evaluate a flywheel as a battery alternative, checking that a 15 s-15 min discharge range and a generator start under 10 s are adequate for the duty.

  • Flywheel operating temperature range is -40 to +50 °C, with low environmental requirements and no contamination.
Research paperPDF

Technology Review for Carbon Neutrality (Tsinghua University Press) 2025

Accelerating liquid cooling adoption in data centers: necessity, challenges and solutions

For racks where GPU/accelerator thermal design power exceeds 1,200 W, take liquid cooling as a mandatory design input, and weigh the initial cost (about 1.9-2.2 times air cooling) against TCO (up to 20% lower after 4 years, vendor figure).

  • Cooling systems in air-cooled data centres consume around 40% of total data-centre energy.
Research paperPDF

Springer Science and Business Media LLC (preprint) 2026

Battery reserve autonomy and diesel generator mission reliability

When presenting UPS battery autonomy as a way to improve generator reliability, compute the reserve threshold against the mission duration and report that autonomy of minutes adds little to long-outage generator reliability.

  • For a 72 h mission with Fehr parameters: 0.95617 with one generator, 0.95847 with an ideal 4 h battery reserve, 0.99808 with two independent generators.
Research paperPDF

CIGRE US National Committee, 2025 Grid of the Future Symposium (arXiv preprint) 2025

Best Practices for Large Load Interconnections: A North American Perspective on Data Centers

In a large-load interconnection application, verify the relevant entity's large-load threshold (10-75 MW) and ramp limit (Southern ≤20 MW/min) early; definitions differ widely between entities.

  • Southern Company is the only entity in this review with a numeric ramp cap: ≤20 MW/min under normal operation.

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