Data centre fires demand new defences as AI predicts battery failure 15 days out
Published: June 24, 2026
Facilities Dive
Facilities Dive
As data centres grow more complex and energy-dense, US researchers warn that conventional fire safety is no longer enough. A study from three universities points to power and battery systems as the main fire risk and showcases an AI model that flags impending lithium-ion failures up to 15 days ahead with 98% accuracy, reframing fire prevention as a predictive maintenance discipline.
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Applicable guidelines
ISO 41001 INT
FM management systems — requirements — Provides a certifiable management system — increasingly required in public procurement and large corporate FM contracts.
ISO 41011 INT
FM vocabulary — Use ISO 41011 definitions in contracts and SLAs to ensure all parties share the same understanding of FM terms.
NEN-EN 15221 (series) EU
European FM standard series — Parts 3-7 remain in use for space measurement (Part 6) and FM benchmarking (Part 7) across Europe.