Equation 1 · Comparing the Main Approaches to AI Datacenter Power and Cooling
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Symbol E_IT
the electricity delivered to IT equipment, giving WUE units of litres per kilowatt-hour rather than PUE’s dimensionless ratio [ 4 ].
=
The expressions on both sides represent the same quantity under the stated assumptions.
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The lower label selects a particular version, component, or indexed member of the quantity. For example, x₀ and xₜ can be values at different positions.
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Water Usage Effectiveness, the metric LBNL uses throughout its modeling, is defined analogously to the more familiar Power Usage Effectiveness: . where is total on-site water consumption in litres and is the electricity delivered to IT equipment, giving WUE units of litres per kilowatt-hour rather than PUE’s dimensionless ratio [ 4 ] . What LBNL’s simulations across roughly 965 US weather stations and multiple facility archetypes show is that this number is driven overwhelmingly by which heat-rejection route a facility uses at the plant level — an economizer decision layered on top of, and largely independent from, the cooling method at…
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Water Usage Effectiveness, the metric LBNL uses throughout its modeling, is defined analogously to the more familiar Power Usage Effectiveness: . where is total on-site water consumption in litres and is the electricity delivered to IT equipment, giving WUE units of litres per kilowatt-hour rather than PUE’s dimensionless ratio [ 4 ] . What LBNL’s simulations across roughly 965 US weather stations and multiple facility archetypes show is that this number is driven overwhelmingly by which heat-rejection route a facility uses at the plant level — an economizer decision layered on top of, and largely independent from, the cooling method at the rack. Facilities running “water-cooled chiller systems without economizers exhibit the highest WUE, largely attributed to substantial cooling tower water usage,” and this pattern holds for both air-cooled and liquid-cooled IT equipment alike when both sit behind a waterside economizer [ 4 ] . Conversely, facilities using airside economizers “allow for the shutdown of chilled water systems during favorable weather conditions, resulting in substantial water conservation,” regardless of whether the racks behind them are air- or liquid-cooled [ 4 ] .
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