Topic guide

Operations

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.

Sources
232
Downloadable PDFs
47
Years
2002–2027

All sources

73–96 / 232

Research paperPDF

IEEE Access (Institute of Electrical and Electronics Engineers (IEEE)) 2026

GRAPE-UPS: Direction-Constrained Peer Anomaly Detection for Weak Batteries in Data-Center UPS Strings

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.

  • On an independent electrochemical simulation benchmark, directed peer scoring achieved AUPRC 0.848 under nominal conditions and 0.850-0.877 under operating shifts.
Technical guideFree to read

National Academy of Engineering, The Bridge (LBNL authors) 2026

Integrating AI Data Centers with the Power Grid

Expose flexibility capability per design (curtailable MW, BESS duration, on-site generation) as outputs for interconnection applications.

  • Published in The Bridge (National Academy of Engineering), LBNL authors, 2026.
Research paperFree to read

Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (ACM) 2020

Kalibre: Knowledge-based Neural Surrogate Model Calibration for Data Center Digital Twins

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.

  • DOI 10.1145/3408308.3427982; arXiv:2001.10681.

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