Research paperPDF2026

Potential of aquifer thermal energy storage (ATES) for data centres in Germany

Geothermal Energy (Springer Science and Business Media LLC) · Florian Barth, Georg Schefel et al.

KIT researchers estimate the waste heat of 19 German data centres by detecting air-cooled chiller condensers on aerial images and converting fan counts to cooling capacity with regression equations, then match sites on suitable aquifers to nearby building heating demand.

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Overview

Data centres produce large quantities of waste heat and require excessive amounts of cooling, which offers potential for an environmentally friendly space-heating supply for nearby areas. This coupled supply suffers from a seasonal mismatch, with most space heating needed in winter while data centres produce heat all year. Aquifer thermal energy storage (ATES) is a cost-efficient way to overcome it. Germany has passed a law making examination of waste-heat utilisation mandatory for future data centres, and from 2026 newly installed heating systems in buildings must use at least 65% renewable heat.

Method: nominal capacity of air-cooled chillers with small (< 1 m) condenser fans was estimated as Qth = 53.3 × n kW (n = number of fans), a regression on 527 chillers. Annual waste heat available for storage was computed as Eth = Qth × F_load × (1 − F_free) × (1 − F_down), with a conservative mean annual load factor of 0.6 (60% of peak). The 19 data centres examined produce 1740 GWh_th of waste heat, but only 13 are on very well or well-suited subsurface for ATES outside regulated water-protection zones.

Assuming a 60% ATES thermal recovery rate, the 13 sites could supply 707 GWh_th, covering about 20,000 nearby buildings in Berlin, Düsseldorf, Frankfurt, Hamburg and Karlsruhe. In Frankfurt, six data centres on suitable ground could supply 541 GWh_th (13% of residential and commercial heating demand), and placing ATES for all ten Frankfurt sites in the most suitable areas could reach 819 GWh_th (20%).

Limits: the waste-heat estimate rests on chillers detected on aerial images and generic load factors, not measured data; not all of the 19 data centres suit ATES, and the thermal recovery is a 60% assumption.

Key points

  1. Germany has passed a law making examination of waste-heat utilisation mandatory for future data centres, and from 2026 newly installed heating systems in buildings must use at least 65% renewable heat.
  2. Nominal capacity of air-cooled chillers with small (< 1 m) condenser fans was estimated as Qth = 53.3 × n kW (n = number of fans), a regression on 527 chillers.
  3. Annual waste heat available for storage was Eth = Qth × F_load × (1 − F_free) × (1 − F_down), with a conservative mean annual load factor of 0.6.
  4. The 19 data centres examined produce 1740 GWh_th of waste heat, but only 13 are on very well or well-suited subsurface for ATES outside regulated water-protection zones.
  5. Assuming a 60% ATES thermal recovery rate, the 13 sites could supply 707 GWh_th, covering about 20,000 nearby buildings in Berlin, Düsseldorf, Frankfurt, Hamburg and Karlsruhe.
  6. In Frankfurt, six data centres on suitable ground could supply 541 GWh_th (13% of residential and commercial heating demand); ATES for all ten sites in the most suitable areas could reach 819 GWh_th (20%).

Using it in design

  • Before linking data-centre waste heat to nearby building heating, check that site subsurface geology suits ATES and that the site is outside water-protection zones; only 13 of 19 sites did.
  • Calculate waste-heat potential from installed chiller capacity, load factor (0.6), free cooling and downtime, and make the ATES thermal recovery rate (60%) an explicit input.
  • Bridge the seasonal mismatch (year-round heat, winter-peaking demand) with ATES and match it to nearby building heating demand.

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Who should read it

Planners, and geothermal and energy engineers planning to link data-centre waste heat to nearby building heating through seasonal storage.

Document contents

  1. Introduction
  2. Methods (chiller detection on aerial images, cooling-capacity regression, waste-heat calculation, ATES suitability analysis, matching to heat demand)
  3. Results (waste heat of 19 data centres, sites suited for ATES, Frankfurt case)
  4. Discussion and conclusions

Related standards

  • German Energy Efficiency Act (EnEfG)
  • GEG (65% renewable heat rule)

Read the document

ates-data-centres-germany-2026.pdf

PDF · 5.6 MB · English

CC BY 4.0 — share with attribution

The document is provided unaltered because its licence permits redistribution.

Publication details

Authors
Florian Barth; Georg Schefel; Philipp Blum; Kathrin Menberg
Publisher
Geothermal Energy (Springer Science and Business Media LLC)
Year
2026
Volume
14
Issue
1
Pages
11
Document language
English
Source type
Scientific
Access
Open licence — downloadable
Licence
CC BY 4.0 — share with attribution
Licence evidence
doi.org
Original licence note

KIT repository copy of the published article; article states it is licensed under a Creative Commons Attribution 4.0 International License.

Citation

Florian Barth; Georg Schefel; Philipp Blum; Kathrin Menberg (2026). Potential of aquifer thermal energy storage (ATES) for data centres in Germany. Geothermal Energy (Springer Science and Business Media LLC). 14(1), 11. https://doi.org/10.1186/s40517-026-00383-8

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