Assessing the nearly zero-energy building gap in university campuses with a feature extraction methodology applied to a case study in Spain

Marc Medrano1, Josep Maria Martí1, Lídia Rincón1, Gerard Mor2, Jordi Cipriano2, Mohammed Farid3
1Department of Computer Sciences and Engineering, Edifici CREA Universitat deLleida, Pere de Cabrera s/n, 25001, Lleida, Spain
2Building Energy and Environment Group, Centre Internacional de Mètodes Numèrics en Enginyeria (CIMNE), 08224, Terrassa, Spain
3Department of Chemical and Materials Engineering, University of Auckland, Private Bag 92019, Auckland, New Zealand

Tóm tắt

Từ khóa


Tài liệu tham khảo

Annunziata, E., Frey, M., Rizzi, F.: Towards nearly zero-energy buildings: the state-of-art of national regulations in Europe. Energy 57, 125–133 (2013). https://doi.org/10.1016/j.energy.2012.11.049

EU Parliament. All new buildings to be zero energy from 2019, (n.d.). http://eur-lex.europa.eu/legal-content/EN/ . Accessed 17 Feb 2017

Pagliano, L., Hermelink, A., Schimschar, S., Boermans, T., Zangheri, P., Armani, R., Voss,K., Musall, E.: Towards nearly zero- energy buildings. Definition of common principles under the EPBD (2013). https://doi.org/10.13140/rg.2.1.1170.4482

Crawley, D., Pless, S.D., Torcellini, P.A.: Getting to net zero. ASHRAE J. 51(9), 18–25 (2009)

zero net energy residential vision framework, Calif. Zero Net Energy—ZNE Homes. (n.d.). http://www.californiaznehomes.com/framework . Accessed 17 Feb 2017

Deng, S., Wang, R.Z., Dai, Y.J.: How to evaluate performance of net zero energy building–A literature research. Energy 71, 1–16 (2014)

Lützkendorf, T., Foliente, G., Balouktsi, M., Wiberg, A.H.: Net-zero buildings: incorporating embodied impacts. Build. Res. Inf. 43, 62–81 (2015)

Report from the Comissino to the European Parliament and the Council. Progress by Member States towards Nearly Zero-Energy Buildings, n.d. http://eur-lex.europa.eu/legal-content/EN/TXT/HTML/?uri=CELEX:52013DC0483R(01)&from=EN . Accessed 17 Feb 2017

Nearly zero energy buildings definitions across Europe, n.d. http://bpie.eu/uploads/lib/document/attachment/128/BPIE_factsheet_nZEB_definitions_across_Europe.pdf . Accessed 17 Feb 2017

Dirección General de Arquitectura, Vivienda y Suelo, Documento de bases para la actualización del Documento Básico DB-HE (2016)

D’Agostino, D., Zangheri, P., Castellazzi, L.: Towards nearly zero energy buildings in Europe: a focus on retrofit in non-residential buildings. Energies. 10, 117 (2017). https://doi.org/10.3390/en10010117

Gaitani, N., Fabregas, L.C., Santamouris, M.: Nearly Zero Energy Mediterranean Schools as a Mitigation Potential to Climate Change. In: Karacostas,T., Bais, A., Nastos, P.T. (eds.), Perspect. Atmospheric Sci., pp. 695–700. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-35095-0_99

Niemelä, T., Kosonen, R., Jokisalo, J.: Cost-optimal energy performance renovation measures of educational buildings in cold climate. Appl. Energy 183, 1005–1020 (2016). https://doi.org/10.1016/j.apenergy.2016.09.044

Delmastro, C., Mutani, G., Schranz, L.: The evaluation of buildings energy consumption and the optimization of district heating networks: a GIS-based model. Int. J. Energy Environ. Eng. 7, 343–351 (2016). https://doi.org/10.1007/s40095-015-0161-5

Flodberg, K., Blomsterberg, A., Dubois, M.C.: Low-energy office buildings using existing technology: simulations with low internal heat gains. Int. J. Energy Environ. Eng. 3, 19 (2012)

Green guide for Univerisities. Iaure Pathwasy towards sustainability, The International Alliance of Research Universities (IARU), n.d. http://sustainability.berkeley.edu/sites/default/files/iaru_final_web.pdf . Accessed 17 Feb 2017

Chung, M.H., Rhee, E.K.: Potential opportunities for energy conservation in existing buildings on university campus: a field survey in Korea. Energy Build. 78, 176–182 (2014)

Kayo, G., Suzuki, N.: On-site energy management by integrating campus buildings and optimizing local energy systems-case study of the campus in Finland. J. Sustain. Dev. Energy Water Environ. Syst. 4, 347–359 (2016)

Mata, E., López, F., Cuchí, A.: Optimization of the management of building stocks: an example of the application of managing heating systems in university buildings in Spain. Energy Build. 41, 1334–1346 (2009)

Masoso, O.T., Grobler, L.J.: The dark side of occupants’ behaviour on building energy use. Energy Build. 42, 173–177 (2010)

Sait, H.H.: Auditing and analysis of energy consumption of an educational building in hot and humid area. Energy Convers. Manag. 66, 143–152 (2013)

Gul, M.S., Patidar, S.: Understanding the energy consumption and occupancy of a multi-purpose academic building. Energy Build. 87, 155–165 (2015). https://doi.org/10.1016/j.enbuild.2014.11.027

The Chartered Institution of Building Services Engineers, Degree-days: theory and application, 2006. http://www.degreedaysforfree.co.uk/pdf/TM41.pdf . Accessed 9 Oct 2017

Perez, K.X., Cetin, K., Baldea, M., Edgar, T.F.: Development and analysis of residential change-point models from smart meter data. Energy Build (2017). http://www.sciencedirect.com/science/article/pii/S0378778816320795 . Accessed 22 Mar 2017

Regression analysis—correlate energy consumption with degree days (n.d.). http://www.degreedays.net/regression-analysis . Accessed 13 Mar 2017

R: the R project for statistical computing (n.d.). https://www.r-project.org/ . Accessed 28 Sept 2017

Ruch, D., Claridge,D.: NAC for linear and change-point energy models. In: Proc. 1992 ACEEE Summer Study Energy Effic. Build. (1992): pp. 3–263

Muggeo, V.M.R.: Segmented: an R package to fit regression models with broken-line relationships. R News 8, 20–25 (2008)

Hitchin, R., Knight, I.: Daily energy consumption signatures and control charts for air-conditioned buildings. Energy Build 112, 101–109 (2016). https://doi.org/10.1016/j.enbuild.2015.11.059

Paulus, M.T., Claridge, D.E., Culp, C.: Algorithm for automating the selection of a temperature dependent change point model. Energy Build 87, 95–104 (2015). https://doi.org/10.1016/j.enbuild.2014.11.033

CEN, the European Committee for Standardization. EN-ISO 52000-1:2017: Energy performance of buildings—overarching EPB assessment—part 1: general framework and procedures (2017)

Salmerón, J. M., Cerezuela, A., Salmerón, R., Álvarez, S., Tenorio, J. A.: Escala de calificación energética para edificios existentes. Cuadernos de Eficiencia Energética: Publicaciones IDAE, n.d. https://scholar.google.es/scholar?hl=ca&q=Escala+de+calificaci%C3%B3n+energ%C3%A9tica+para+edificios+existentes.+Cuadernos+de+Eficiencia+Energ%C3%A9tica%3A+Publicaciones+IDAE&btnG . Accessed 15 June 2017

Official Journal of the European Union L 208/6. 2/08/2016, Guidelines for the promotion of nearly zero-energy buildings and best practices to ensure that, by 2020, all new buildings are zero-energy buildings (2016)

Factores de emisión de CO2 y coeficientes de paso a energía primaria de diferentes fuentes de energía final consumidas en el sector edificios en España—2014_03_03_Factores_de_emision_CO2_y_Factores_de_paso_Efinal_Eprimaria_V.pdf (n.d.). http://www.minetad.gob.es/energia/desarrollo/EficienciaEnergetica/RITE/propuestas/Documents/2014_03_03_Factores_de_emision_CO2_y_Factores_de_paso_Efinal_Eprimaria_V.pdf . Accessed 14 Mar 2017