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International Business Times
International Business Times

Modeling the Unmodelable: How Sabhya Katia Developed a New Energy Analysis Method for Liquid-Cooled Data Centers

IES-VE, EnergyPlus, CBECC, the standard energy modeling platforms used across the data center industry, were built around a single assumption: that cooling means moving air. When Sabhya Katia, a Senior Building Analyst at Stantec, led the energy and compliance work on a chip-level liquid-cooled mission-critical deployment, he discovered that the assumption was baked into the software at a structural level. There was no established path for modeling liquid cooling for energy code compliance. No industry template. No vendor guidance. Katia built the methodology himself, and it is now the internal standard across Stantec's Midwest and Atlantic teams.

Why Standard Tools Break for Liquid Cooling

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