The large amounts of energy needed to power the University's Advanced Computing Facility (ACF) could be recycled to heat at least 5,000 households in Scotland's capital.
The facility, home to the national supercomputer and used for research such as national climate modelling and health data modelling, currently releases up to 70 GWh of excess heat per year.
The £2.6 million feasibility study will examine how the water in old mine workings near the computing facility could be harnessed to heat people's homes.
The process of cooling the supercomputers would be augmented to transfer the captured heat into the mine water – up to a maximum temperature of 40°C – which would then be transported by natural ground water flow in the mine workings, and made available to warm people's homes via heat pump technology.
If successful, the study could provide a global blueprint for converting abandoned flooded coal, shale and mineral mine networks into underground heat storage.
With a quarter of UK homes sitting above former mines, potentially seven million households could have their heating needs met this way, researchers say.
Professor Christopher McDermott, lead academic on the Edinburgh Geobattery projectSchool of Geosciences, University of Edinburgh, said: "This project opens up the potential for extracting heat stored in mine water more broadly. Most disused coalmines are flooded with water, making them ideal heat sources for heat pumps. With more than 800,000 households in Scotland in fuel poverty, bringing energy costs down in a sustainable way is critical, and using waste heat could be a game-changer."
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The Edinburgh Geobattery project – led by Edinburgh-based geothermal company TownRock Energy – is being spearheaded by industry and academic partners from Scotland, the US and Ireland.
The University of Edinburgh is the lead research partner on the project and is providing £500k of funding as part of its own net zero objectives.
Scottish Enterprise has awarded a £1 million grant to the project through a joint call launched by the Horizon 2020 funded Smart Energy Systems (JPP SES) and Geothermica – two networks that have co-funded projects developing innovative heat and cooling solutions.
A further US $1 million from the US Department of Energy will fund researchers from the Idaho National Laboratory and Lawrence Berkeley National Laboratory.
University College Dublin, whose researchers are funded by Geothermica and the Geological Survey Ireland, and the University of Strathclyde are also project partners.
Edinburgh Innovations, the University of Edinburgh's commercialisation service, will help make the research findings an investable proposition and support further funding applications.
Professor Sir Peter Mathieson, Principal and Vice-Chancellor of the University of Edinburgh, said: "The University's own climate and sustainability targets mean that we need to look at a wide range of ways to address the challenges of the climate crisis. This project brings together these commitments alongside our own innovative research to find solutions to tackle climate change that deliver direct benefits to people and influence positive change locally and globally."
David TownsendFounder of TownRock Energy, said: "We are pleased to be leading this multi-national research consortium, benefitting from world- leading academic expertise. Capturing, storing and re-using waste heat is critically important to reaching net zero, and here we are learning and testing how best to do this in the ground, in legacy coal mine infrastructure."
Suzanne SosnaDirector of Energy Transition at Scottish Enterprise, said: "This is a remarkable, collaborative project for Scottish Enterprise to support alongside international and Scottish partners from government, academia, and industry. I'll watch with keen interest how gigabytes can turn into clean heat as the Edinburgh Geothermal project progresses. This initiative also highlights the energy transition market opportunities available for Scotland as we strive for net zero."
