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How to calculate data center heat reuse: heat, COP, homes and ERF

From IT load to homes heated takes six steps: annual heat, capture, the heat pump's COP, seasonal use, homes and carbon. This guide gives each formula and works them through a 20 MW liquid-cooled campus feeding a 70 °C district network.

Updated October 20268 min readBy Ziya DemirData center project directorFounder of allindatacenter.com

In short

  • Annual IT heat = IT MW × load factor × 8,760 h.
  • COP ≈ 0.5 × Tsupply ÷ (Tsupply − Tsource), in kelvin.
  • Heat out of the heat pump = recovered heat × COP ÷ (COP − 1), because its electricity becomes heat too.
  • A 20 MW campus at 75 % load, 80 % capture, 40 → 70 °C and 70 % use delivers about 89 GWh a year, enough for about 8,900 homes.
Step 1

Annual heat from the IT

IT energy
EIT = PIT × LF × 8,760 h
20 MW × 0.75 × 8,760 h = 131,400 MWh a year

Use the average load factor, not the design load: a new campus can take years to fill. Total site energy is EIT × PUE; at PUE 1.25 that is 164,250 MWh.

Step 2

How much heat is captured

Only heat that reaches a water loop can be reused. Direct-to-chip racks put 70–90 % of their heat into liquid; air-cooled halls can recover heat from the chilled-water return at a much lower temperature. With 80 % capture: 131,400 × 0.8 = 105,120 MWh at about 40 °C.

Step 3

The heat pump's COP

COP from the Carnot limit
COP = η · TsupplyTsupply − Tsource
Kelvin. η = 0.5, 70 °C supply, 40 °C source: 0.5 × 343.15 ÷ 30 = 5.72
Sourceinto 55 °Cinto 70 °Cinto 90 °C
28 °C (air)6.14.12.9
40 °C (W32)10.95.73.6
55 °C (W45)direct11.45.2

The heat pump's output is the recovered heat plus its own electricity: out = recovered × COP ÷ (COP − 1). Electricity = out ÷ COP. Try other lifts on the temperature lift slider.

Step 4

Seasonal use

The network does not take all the heat all year. Multiply by the share it can use: 70 % is a reasonable first assumption for a city network with hot water demand, lower for a heating-only network without storage.

Step 5

Homes, CO₂ and money

  • Homes = heat delivered ÷ heat per home (about 10 MWh a year for a typical apartment in Central Europe).
  • CO₂ avoided = heat delivered × 0.202 t/MWh ÷ 0.9 boiler efficiency − heat-pump electricity × grid factor.
  • Net margin = heat delivered × heat price − heat-pump electricity × electricity price.
Step 6

Energy reuse factor (ERF)

ERF
ERF = reused data center energytotal site energy
Counts the recovered data center heat actually used, not the heat-pump electricity

German targets for new sites are 10 %, 15 % and 20 %; see the rules guide.

Worked example

A 20 MW liquid-cooled campus into a 70 °C network

QuantityValue
IT energy = 20 × 0.75 × 8,760131,400 MWh
Recovered at 40 °C (80 %)105,120 MWh
COP, 40 → 70 °C5.7
Heat-pump output = 105,120 × 5.72 ÷ 4.72127,400 MWh
Heat delivered (70 % used)≈ 89,200 MWh · avg 10.2 MW
Heat-pump electricity used≈ 15,600 MWh
Homes at 10 MWh each≈ 8,900
CO₂ avoided (grid 300 g/kWh)≈ 15,300 t/yr
Net margin at €40 heat, €120 power≈ €1.7M/yr
ERF = 73,600 ÷ 164,250≈ 45 %
Run your own siteChange cooling type, load, temperatures, prices and grid factor.
Open the calculator →
Questions

Questions about the calculation

Why is the heat delivered more than the heat recovered?

The heat pump's electricity also ends up as heat. With a COP of 5, every 4 MWh recovered becomes 5 MWh delivered.

Why use 50 % of Carnot?

It is a typical efficiency for large industrial heat pumps. Manufacturers' data for the exact machine and temperatures replaces it in design.

How much heat does a home need?

Around 10 MWh a year for an apartment in Central Europe, more for older houses, less for new buildings. Use the network operator's figure.

Does a warmer cooling loop always help?

For heat reuse, yes: moving the source from 40 °C to 55 °C roughly doubles the COP into a 70 °C network. Check that the IT allows the warmer water.

Sources

Sources

  • Calculator model on this site: COP from Carnot with η 0.5; gas 0.202 t CO₂/MWh at 90 % boiler efficiency.
  • ERF definition as reported by EU sites under Delegated Regulation 2024/1364.
  • Worked figures are screening estimates, not a design.
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