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AI Data Centres Make Weak Promises on Waste Heat

Heat reuse works technically, yet in the UK almost none of it has been delivered at scale.

AI Energy Intelligence Research Team2 October 20262 min readData Centres
AI Data Centres Make Weak Promises on Waste Heat
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Promises

  • Headline potential: a January 2026 study by EnergiRaven and Viegand Maagøe says data-centre waste heat could warm 3.5 to 6.3 million UK homes by 2035. This is a theoretical figure that holds only "if the infrastructure is in place".

  • Old Oak and Park Royal, west London: billed as a UK first, with £36m of government funding and heat from Vantage data centres for 9,000 homes (25,000 long term).

  • Culham AI Growth Zone: reported as "may implement waste heat recycling".

Facts

  • Operating today: only small schemes. Queen Mary University of London feeds its own campus heating, saving about £240,000 a year in gas. Deep Green has heated an Exmouth swimming pool since 2023.

  • No homes yet: as of May 2026, no UK homes were heated by a commercial data centre via a district network. Old Oak was due to start construction in 2026 and go live in spring 2029.

  • Culham is only a study: South Oxfordshire council commissioned a £105,600 feasibility study and says it cannot deliver the scheme itself. A third party would have to choose to build it.

  • Next in line is small: Deep Green's 400kW unit at Urmston leisure centre was due to deliver heat from summer 2026. Its 5.6MW Bradford site has planning permission only.

Why the gap exists

  • No pipes: heat networks supply only about 2-3% of UK heat, and a data centre can't afford to build one itself.

  • Low-grade heat: it comes out at roughly 23-30°C and needs heat pumps (and more electricity) to reach 65-75°C.

  • Low capture: realistic capture is 20-30% of the waste heat, against a theoretical 80%.

  • Wrong location: large sites are often built away from housing, and heat doesn't travel far economically.

  • No obligation: there is no national planning requirement to reuse heat, and Ofgem calls the regulation "an emerging area".

A fair test for any announcement is whether there is a named heat customer, a funded network, and a go-live date. Most UK announcements have none of the three.

I didn't confirm whether Old Oak construction has actually started, or find current performance figures for Exmouth or Urmston.

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Evidence base

Evidence behind this analysis

Our reporting sits on top of the UK AI Energy Index and Data Centre Tracker — a sourced, dated record of AI and data-centre electricity demand, data-centre development and grid pressure.