Simplified calibration process using energy bills for a medium-sized supermarket

Authors

DOI:

https://doi.org/10.46421/entac.v20i1.5696

Keywords:

Energy Audit, Energy Efficiency, Calibration

Abstract

Energy efficiency research is usually focused on residential and office buildings, overlooking other typologies such as supermarkets, despite their high energy consumption. Knowing the typical consumption of the typology helps in decision making. However, during the simulation process, the need for calibration may present some difficulties, especially when it involves measurements in old buildings, with power control panels that are difficult to access or an electrical system that has already undergone several interferences and is not organized by end uses. Therefore, the objective of this study is to identify the potential of a simplified calibration method. This includes a preliminary study (with hourly measurements) of another building of the same type and size, analysis of electricity bills and data generated by computer simulation, using the EnergyPlus software. As results, the end uses of energy for the analyzed building were identified: refrigeration system (82%), equipment (11%), lighting system (6%) and HVAC (1%).

Author Biographies

thiago toledo viana rodrigues, Universidade Federal de Viçosa

Doutorado em Arquitetura e Urbanismo pela Universidade Federal de Viçosa (Viçosa - MG, Brasil).

joyce correna carlo, Federal University of Viçosa

Doutorado em Engenharia Civil pela Universidade Federal de Santa Catarina. Professora na Universidade Federal de Viçosa (Viçosa - MG, Brasil).

References

BARBOSA, E. F. T.; LABAKI, L. C. Conforto térmico em ambientes de um supermercado de médio porte. XII ENCAC - Encontro Nacional de Conforto no Ambiente Construído. Anais...Brasília, DF: 2013.

IYER, S. R. et al. Energy disaggregation analysis of a supermarket chain using a facility-model. Energy and Buildings, v. 97, p. 65–76, 2015.

BRAUN, M. R.; ALTAN, H.; BECK, S. B. M. Using regression analysis to predict the future energy consumption of a supermarket in the UK. Applied Energy, v. 130, n. June 2015, p. 305–313, 2014.

CZAJKOWSKI, J. et al. EVALUACIÓN DE LAS CONDICIONES AMBIENTALES EN UN SUPERMERCADO. Avancos en Energias Renovables y Medio Ambiente, v. 8, 2004. ISSN: 0329-5184

KOLOKOTRONI, M. et al. Supermarket energy use in the UK. Energy Procedia, v. 161, n. 2018, p. 325–332, 2019.

RODRIGUES, T. T. V.; OLIVEIRA, D. F.; CARLO, J. C.; GUIMARÃES, H. S. Uma Discussão Sobre Indicadores Energéticos Para Supermercados. XVI ENCAC - Encontro Nacional de Conforto no Ambiente Construído. Anais...Palmas, TO: 2021.

HOU, D.; HASSAN, I. G.; WANG, L. Review on building energy model calibration by Bayesian inference. Renewable and Sustainable Energy Reviews, v. 143, 1 jun. 2021.

TURNER, C.; FRANKEL, M. Energy Performance of LEED ® for New Construction Buildings. [s.l: s.n.], 2008. Disponível em: .

CHONG, A.; GU, Y.; JIA, H. Calibrating building energy simulation models: A review of the basics to guide future work. Energy and Buildings, v. 253, 15 dez. 2021.

YOON, J.-H.; LEE, E.-J. Calibration procedure of energy performance simulationmodel for a commercial building. Journal of Solar Energy Engineering, v. 125, p. 251–257, 2003.

COAKLEY, D.; RAFTERY, P.; KEANE, M. A review of methods to match building energy simulation models to measured data. Renewable and Sustainable Energy Reviews, v. 37, p. 123–141, 2014.

ASHRAE - AMERICAN SOCIETY OF HEATING, REFRIGERATING AND AIR CONDITIONING ENGINEERS. Measurement of Energy and Demand Savings,” in ASHRAE Guideline 14-2002, 2002.

AGAMI REDDY, T. Literature Review on Calibration ofBuilding Energy Simulation Programs:Uses, Problems, Procedures,Uncertainty, and Tools. ASHRAE transactions, p. 226–240, 2006.

PEDRINI, A.; WESTPHAL, F. S.; LAMBERTS, R. A methodology for building energy modelling and calibration in warm climates. Building and Environment, v. 37, p. 903–912, 2002.

BROUNS, J. et al. Dynamic building performance assessment using calibrated simulation. Energy and Buildings, v. 122, p. 160–174, 15 jun. 2016.

KIM, Y. S. et al. Building energy model calibration with schedules derived from electricity use data. Applied Energy, v. 190, p. 997–1007, 2017.

KUNWAR, N.; CETIN, K. S.; PASSE, U. Calibration of energy simulation using optimization for buildings with dynamic shading systems. Energy and Buildings, v. 236, 1 abr. 2021.

RODRÍGUEZ, G. C. et al. Uncertainties and sensitivity analysis in building energy simulation using macroparameters. Energy and Buildings, v. 67, p. 79–87, 2013.

SUN, K. et al. A pattern-based automated approach to building energy model calibration. Applied Energy, v. 165, p. 214–224, 1 mar. 2016.

ABNT – Associação Brasileira de Normas Técnicas. NBR 15220: Desempenho térmico de edificações – Parte 3: Zoneamento bioclimático brasileiro e diretrizes construtivas para habitações unifamiliares de interesse social. Rio de Janeiro, 2005.

GOOGLE EARTH. Vista aérea do Supermercado Viçosense, Viçosa/MG em 2020. Localização 20°45'12.64"S, 42°52'59.00"O, altura da câmera 854m.

RODRIGUES, T. T. V.; CARLO, J. C. Energy Consumption Evaluation for an Experimental Supermarket Located on a University Campus. In: LEAL FILHO, W., DIBBERN, T., DE MAYA, S.R., ALARCÓN-DEL-AMO, MDC., RIVES, L.M. (Org.). The Contribution of Universities Towards Education for Sustainable Development. World Sustainability Series. Springer Cham, p. 185-210, 2024.

ABRAS – ASSOCIAÇÃO BRASILEIRA DE SUPERMERCADOS. Ranking Abras 2019 - ano base 2018.Superhiper, v.45, n. 514, 2019. Disponível em: <https://www.abras.com.br/economia-e-pesquisa/ranking-abras/>. Acesso em: maio de 2020.

GUIMARÃES, Í. B. B.; CARLO, J. C. Comparação estatística entre arquivos climáticos desenvolvidos com métodos diferentes. Euro ELECS 2015 - Latin American and European Conference on Sustainable Buildings and Communities. Anais…, 2015.

ASHRAE - AMERICAN SOCIETY OF HEATING, REFRIGERATING AND AIR CONDITIONING ENGINEERS. ANSI/ASHRAE 55-2013 - Thermal environmental conditions for human occupancy. Atlanta, 2013.

CPSIMULATOR. Disponível em:<https://cpsimulator.cimec.org.ar/>. Acesso em: 21 out. 2020.

WESTPHAL, F. S. Análise de incertezas e de sensibilidade aplicadas à simulação de desempenho energético de edificações comerciais. Tese (Doutorado) – Programa de Pós-Graduação em Engenharia Civil, Universidade Federal de Santa Catarina, Florianópolis, 2007.

SUZUKI, Y. et al. Analysis and modeling of energy demand of retail stores. Proceedings of Building Simulation 2011: 12th Conference of International Building Performance Simulation Association. Anais...2011

Published

2024-10-07

How to Cite

RODRIGUES, Thiago toledo viana; CARLO, Joyce correna. Simplified calibration process using energy bills for a medium-sized supermarket. In: NATIONAL MEETING OF BUILT ENVIRONMENT TECHNOLOGY, 20., 2024. Anais [...]. Porto Alegre: ANTAC, 2024. p. 1–14. DOI: 10.46421/entac.v20i1.5696. Disponível em: https://eventos.antac.org.br/index.php/entac/article/view/5696. Acesso em: 21 nov. 2024.

Issue

Section

Conforto Ambiental e Eficiência Energética

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