Precise Battery Management for AI Infrastructure With Accurate State of Charge (SOC) and State of Health (SOH)
vertiv, Friday, August 14th, 2026
Vertiv argues accurate battery SOC and SOH reporting is the prerequisite for smoothing volatile AI power draw.
Vertiv argues integration between battery management systems and UPS technology is changing how AI data centres handle power, with accurate state-of-charge and state-of-health reporting enabling input power smoothing.
Modern AI workloads step between idle and peak draw in fractions of a second, and those transitions stress generators, transformers, switchgear and utility connections.
Operators have relied on workarounds such as oversizing infrastructure or capping GPU power, which raise capital cost and cut utilisation without solving the volatility. Input power smoothing instead uses lithium battery cabinets coordinated with Vertiv converters as an active buffer, so upstream sources see a smoothed profile.