journal article·2025-08-29Open access

Key Metrics for Energy Planning in Academic Institutions

Luca Migliari, Laura Anania, Giada Agnese, Laura Bettoni, Giulio Mario Cappelletti, Francesca Cioffi, Oscar Corsi, Agostino Gambarotta, Domenico Panno, Gianluca Signore, Davide Di Battista

Applied Sciences· Volume 15· Issue 17

Abstract

Academic institutions represent significant energy consumers, not only due to the magnitude and variability of their energy demand over time but also because of their institutional responsibility to promote sustainable practices. Despite this relevance, the scientific literature still lacks comprehensive benchmark indicators specifically tailored to the energy behavior of universities, thereby hindering the development of effective energy planning strategies in this sector. This study helps to address this gap by analyzing key energy performance indicators, with a focus on electricity consumption, across a representative experimental dataset. The dataset comprises 156 consumption units from ten Italian universities, selected to capture a broad spectrum of climatic zones, urban environments, energy systems, functional uses of spaces, and levels of utility availability. The analysis revealed an average electricity consumption of approximately 60 kWh/m2/year, with significantly higher values in warmer regions, mainly due to the widespread adoption of fully electric thermal systems. A baseline consumption level of around 35 kWh/m2/year was identified. Furthermore, electricity consumption normalized by Heating Degree Days reached values of approximately 500 kWh/HDD/year, particularly in centers with a prevalence of laboratories. The findings offer relevant insights for stakeholders (including designers, facility and energy managers, and policymakers), supporting data-driven decision making in the energy planning processes of academic environments.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Building Energy and Comfort Optimization · Energy Efficiency and Management · Sustainable Building Design and Assessment

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Mechanical, Chemical and Materials Engineering, University of Cagliari, Via Marengo 2, 09123 Cagliari, Italy

Department of Technical Services, University of Messina, Pugliatti 1, 98100 Piazza, Italy

Energy Management Department, University of Genova, Via Balbi 5, 16126 Genova, Italy

Sustainable Development Office, University of Brescia, P.zza del Mercato 17, 25124 Brescia, Italy

Department of Human Sciences, Literature, Cultural Heritage, and Educational Sciences, University of Foggia, 71100 Foggia, Italy

Energy Sector, Largo Trombetti 3, 40126 Bologna, Italy

Energy Efficiency Coordination Office, University of Parma, Parco Area delle Scienze 31/A, 43124 Parma, Italy

Department of Engineering for Industrial Systems and Technologies, Center for Energy and Environment-CIDEA, University of Parma, Parco Area delle Scienze 181/A, 43124 Parma, Italy

Department of Engineering, University of Palermo, Piazza Marina 61, 90133 Palermo, Italy

Buildings Management and Maintenance Division, University of Trento, Via Calepina 14, 38123 Trento, Italy

Department of Industrial and Information Engineering and Economics, University of L’Aquila, P.le Pontieri, 1 loc. Monteluco di Roio, 67100 L’Aquila, Italy

References (38)

Show source-provided references
1. (2025, May 19). Buildings-Energy System-IEA. Available online: https://www.iea.org/energy-system/buildings#overview.
2. De Gregorio, S., Di Domenico, G., and De Berardinis, P. (2023). Sustainable Architecture in Developing Countries: Harvest Map of the Lusaka Territory, Zambia. Sustainability, 15.10.3390/su15086710 ↗
3. Embodied GHG Emissions of Buildings—The Hidden Challenge for Effective Climate Change Mitigation10.1016/j.apenergy.2019.114107 ↗
4. (2025, May 19). Global Status Report for Buildings and Construction|UNEP—UN Environment Programme. Available online: https://www.unep.org/resources/report/global-status-report-buildings-and-construction.
5. A Review on Buildings Energy Information: Trends, End-Uses, Fuels and Drivers10.1016/j.egyr.2021.11.280 ↗
6. (2025, May 19). Decreto Ministeriale n. 481 Del 26-02-2024|Ministero Dell’Università e Della Ricerca, Available online: https://www.mur.gov.it/it/atti-e-normativa/decreto-ministeriale-n-481-del-26-02-2024.
7. Santamouris, M. (2020). Energy and Climate in the Urban Built Environment, Routledge.
8. (2025, May 19). Directive-EU-2024/1275-EN-EUR-Lex. Available online: https://eur-lex.europa.eu/eli/dir/2024/1275/oj/eng.
9. (2025, May 19). Directive-2023/1791-EN-EUR-Lex. Available online: https://eur-lex.europa.eu/eli/dir/2023/1791/oj/eng.
10. Di Battista, D., Barchiesi, C., Di Paolo, L., Abbate, S., Sorvillo, S., Cinocca, A., Carapellucci, R., Ciamponi, D., Cardone, D., and Corroppolo, S. (2021). The Reporting of Sustainable Energy Action Plans of Municipalities: Methodology and Results of Case Studies from the Abruzzo Region. Energies, 14.10.3390/en14185932 ↗
11. CO2 Emissions per Individual Based on a Survey of University Students10.1016/S0306-2619(02)00058-2 ↗
12. The Potential of Energy Planning at Municipality Scale: Sustainable Energy and Climate Action Plans (SECAP) and Local Energy Communities to Meet the Energy Demand Variability10.1088/1742-6596/2648/1/012012 ↗
13. The Preparation of the Sustainable Energy Action Plan as a City-Level Tool for Sustainability: The Case of Genoa10.1063/1.4921723 ↗
14. Reducing University Energy Use beyond Energy Retrofitting: The Academic Calendar Impacts10.1016/j.enbuild.2020.110647 ↗
15. Energy and Comfort Assessment in Educational Building: Case Study in a French University Campus10.1016/j.enbuild.2016.11.028 ↗
16. Bäcklund, K., Molinari, M., and Lundqvist, P. (2023). In Search for Untapped Energy-Saving Potential in Green and Smart Higher Educational Buildings—An Empirical Case Study Involving the Building Occupants. Buildings, 13.10.3390/buildings13123103 ↗
17. Strategic Energy Management and Carbon Footprint Reduction in University Campuses: A Comprehensive Review10.32479/ijeep.14873 ↗
18. A Methodology to Analyze Significant Energy Uses and Energy Consumption for Improving Energy Performance in Higher Education Buildings10.32479/ijeep.14974 ↗
19. Evaluation of Factors That Influence Electrical Energy Consumption in Higher Educational Institutions—Preparatory for Energy Management System10.1051/e3sconf/202343303004 ↗
20. Energy Conservation Behavior of University Occupants in Kuwait: A Multigroup Analysis
21. Quantifying Potential Savings from Sustainable Energy Projects at a Large Public University: An Energy Efficiency Assessment for Texas State University
22. Coordinating Flexible Demand Response and Renewable Uncertainties for Scheduling of Community Integrated Energy Systems with an Electric Vehicle Charging Station: A Bi-Level Approach10.1109/TSTE.2021.3090463 ↗
23. A New Method for Building Energy Consumption Statistics Evaluation: Ratio of Real Energy Consumption Expense to Energy Consumption10.1007/s12667-013-0111-3 ↗
24. The Application of Building Energy Consumption Index in Campus Energy Efficiency Management Platform10.14257/ijsh.2015.9.7.11 ↗
25. Measurements of Carbon Dioxide Concentration and Temperature in Dormitory Rooms in Poland and Spain—A Case Study10.1088/1755-1315/214/1/012056 ↗
26. Innovative Exergy Indicators for Analyzing an NZEB Building to Promote New Areas of Improvement
27. Electricity Consumption Analysis for University Buildings. Empirical Approach for University of Castilla-La Mancha, Campus Albacete (Spain)
28. Intelligent Techniques for Forecasting Electricity Consumption of Buildings10.1016/j.energy.2018.05.155 ↗
29. (2025, May 19). UNI/TS 11300-1:2014—UNI Ente Italiano Di Normazione. Available online: https://store.uni.com/uni-ts-11300-1-2014.
30. (2025, May 19). Decreto del Presidente Della Repubblica—Italian Republic President Decree 26 Agosto 1993, n. 412-Normattiva. Available online: https://www.normattiva.it/uri-res/N2Ls?urn:nir:presidente.repubblica:decreto:1993-08-26;412.
31. System-Level Key Performance Indicators for Building Performance Evaluation10.1016/j.enbuild.2019.109703 ↗
32. A Methodology to Estimate Baseline Energy Use and Quantify Savings in Electrical Energy Consumption in Higher Education Institution Buildings: Case Study, Federal University of Itajubá (UNIFEI)10.1016/j.jclepro.2019.118551 ↗
33. Electricity Consumption Analysis of Tertiary Buildings: An Empirical Approach for Two University Campuses10.1061/(ASCE)AE.1943-5568.0000415 ↗
34. (2025, August 24). European Union|Odysee-MURE Project, Energy Efficiency Trends and Policies, Energy Profile, March 2025. Available online: https://www.odyssee-mure.eu/.
35. Coma, J., Maldonado, J.M., de Gracia, A., Gimbernat, T., Botargues, T., and Cabeza, L.F. (2019). Comparative Analysis of Energy Demand and CO2 Emissions on Different Typologies of Residential Buildings in Europe. Energies, 12.10.3390/en12122436 ↗
36. Enhancing building sustainability: A comprehensive review and methodological roadmap for retrofit strategies
37. Gleń, P., Wrana, J., Struzik, W., and Jaromin-Gleń, K. (2024). Dedicated HVAC Technology in the Renovation of Historic Buildings on the Example of the Marshal Pilsudski Manor in Sulejówek. Energies, 17.10.3390/en17235946 ↗
38. Study on program methods for energy monitoring of buildings10.1051/e3sconf/202449701006 ↗