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Equation 11 · Part 1 · The Physical Plant: Power, Cooling, and Networks in an AI Datacenter

Symbol Δ T

ΔT\Delta T
ΔT\Delta T

What this part means

the temperature rise.

Its job in the formula

Δ T is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.

Where the article explains it

The rate at which a fluid stream removes heat is Q˙\dot{Q} = m˙\dot{m}\,cpc_p\,Δ\Delta T = ρ\rho\,V˙\dot{V}\,cpc_p\,Δ\Delta T, with mass flow m˙\dot{m} , specific heat capacity cpc_p , and the temperature rise Δ\Delta T across the load.

The passage around this formula

The following is my own worked calculation, using standard property values rather than any cited source. At around 27 °C and atmospheric pressure, air has ρ\rho cpc_p ≈\approx 1.17\ kJ/(m3⋅K)\mathrm{kJ/(m^3{\cdot}K)} ; liquid water has ρ\rho cpc_p ≈\approx 4180\ kJ/(m3⋅K)\mathrm{kJ/(m^3{\cdot}K)} . The ratio is roughly 3,600 to one. Rejecting 100 kW at a 15 K rise therefore requires about 5.7\ m3/s\mathrm{m^3/s} of air — near 12,000 cubic feet per minute, through a single rack aperture — or about 1.6\ L/s\mathrm{L/s} of water, which is a garden hose. There is no engineering cleverness that closes a factor of 3,600; the only levers are a larger Δ\Delta T or a larger duct, and both run out.

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Learn the underlying idea

A variable is a named place for a value. Its letter is a local label: x can mean position in one formula and a data point in another.

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Sources cited in the article section

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