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Cooling supply costs of a university campus

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  • Schüppler, Simon
  • Fleuchaus, Paul
  • Duchesne, Antoine
  • Blum, Philipp

Abstract

Global climate change and growing research activities lead to increasing cooling demands and related supply costs at universities, while at the same time ambitious goals towards carbon neutral campuses are established. Hence, universities are facing the challenge to develop large scale future-proof cooling solutions. This also applies to the Campus North of the Karlsruhe Institute of Technology (KIT), where the current cooling supply, consisting of decentralized rooftop compression chillers, is insufficiently monitored resulting in a lack of knowledge on supply costs and cooling needs of each facility. Hence, the objective of this study is to examine the current cooling supply and related cost by the analysis of 47 compression chillers supplying 23 buildings at the campus. To compensate for the given uncertainties of the provided input parameters, a Monte Carlo simulation is performed revealing cooling costs ranging between 5.4 and 11.4 eurocent per kWh. The overall supplied energy and installed cooling capacity amount to 70 GWh and 20 MW, respectively. Cumulative annual costs of 4.5 € million, mainly resulting from the electricity costs to power the chillers, request for a transition to a decentralized and more efficient cooling supply by integrating renewable cooling supply solutions.

Suggested Citation

  • Schüppler, Simon & Fleuchaus, Paul & Duchesne, Antoine & Blum, Philipp, 2022. "Cooling supply costs of a university campus," Energy, Elsevier, vol. 249(C).
  • Handle: RePEc:eee:energy:v:249:y:2022:i:c:s0360544222004571
    DOI: 10.1016/j.energy.2022.123554
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    References listed on IDEAS

    as
    1. Naicker, Selvaraj S. & Rees, Simon J., 2018. "Performance analysis of a large geothermal heating and cooling system," Renewable Energy, Elsevier, vol. 122(C), pages 429-442.
    2. Bas J. van Ruijven & Enrica De Cian & Ian Sue Wing, 2019. "Amplification of future energy demand growth due to climate change," Nature Communications, Nature, vol. 10(1), pages 1-12, December.
    3. Verbič, Miroslav & Filipović, Sanja & Radovanović, Mirjana, 2017. "Electricity prices and energy intensity in Europe," Utilities Policy, Elsevier, vol. 47(C), pages 58-68.
    4. Fleuchaus, Paul & Schüppler, Simon & Godschalk, Bas & Bakema, Guido & Blum, Philipp, 2020. "Performance analysis of Aquifer Thermal Energy Storage (ATES)," Renewable Energy, Elsevier, vol. 146(C), pages 1536-1548.
    5. Levesque, Antoine & Pietzcker, Robert C. & Baumstark, Lavinia & De Stercke, Simon & Grübler, Arnulf & Luderer, Gunnar, 2018. "How much energy will buildings consume in 2100? A global perspective within a scenario framework," Energy, Elsevier, vol. 148(C), pages 514-527.
    6. Fleuchaus, Paul & Godschalk, Bas & Stober, Ingrid & Blum, Philipp, 2018. "Worldwide application of aquifer thermal energy storage – A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 861-876.
    7. Bloemendal, Martin & Jaxa-Rozen, Marc & Olsthoorn, Theo, 2018. "Methods for planning of ATES systems," Applied Energy, Elsevier, vol. 216(C), pages 534-557.
    8. Simon Pezzutto & Matteo De Felice & Reza Fazeli & Lukas Kranzl & Stefano Zambotti, 2017. "Status Quo of the Air-Conditioning Market in Europe: Assessment of the Building Stock," Energies, MDPI, vol. 10(9), pages 1-17, August.
    9. Valerie Eveloy & Dereje S. Ayou, 2019. "Sustainable District Cooling Systems: Status, Challenges, and Future Opportunities, with Emphasis on Cooling-Dominated Regions," Energies, MDPI, vol. 12(2), pages 1-64, January.
    10. Rezaie, Behnaz & Rosen, Marc A., 2012. "District heating and cooling: Review of technology and potential enhancements," Applied Energy, Elsevier, vol. 93(C), pages 2-10.
    11. Muntasir Murshed, 2020. "Electricity conservation opportunities within private university campuses in Bangladesh," Energy & Environment, , vol. 31(2), pages 256-274, March.
    12. Buffa, Simone & Cozzini, Marco & D’Antoni, Matteo & Baratieri, Marco & Fedrizzi, Roberto, 2019. "5th generation district heating and cooling systems: A review of existing cases in Europe," Renewable and Sustainable Energy Reviews, Elsevier, vol. 104(C), pages 504-522.
    13. Montagud, Carla & Corberán, José Miguel & Ruiz-Calvo, Félix, 2013. "Experimental and modeling analysis of a ground source heat pump system," Applied Energy, Elsevier, vol. 109(C), pages 328-336.
    14. Opel, O. & Strodel, N. & Werner, K.F. & Geffken, J. & Tribel, A. & Ruck, W.K.L., 2017. "Climate-neutral and sustainable campus Leuphana University of Lueneburg," Energy, Elsevier, vol. 141(C), pages 2628-2639.
    15. Shakouri G., Hamed, 2019. "The share of cooling electricity in global warming: Estimation of the loop gain for the positive feedback," Energy, Elsevier, vol. 179(C), pages 747-761.
    16. Jakubcionis, Mindaugas & Carlsson, Johan, 2017. "Estimation of European Union residential sector space cooling potential," Energy Policy, Elsevier, vol. 101(C), pages 225-235.
    17. Guerrieri, M. & La Gennusa, M. & Peri, G. & Rizzo, G. & Scaccianoce, G., 2019. "University campuses as small-scale models of cities: Quantitative assessment of a low carbon transition path," Renewable and Sustainable Energy Reviews, Elsevier, vol. 113(C), pages 1-1.
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