Estimation of hourly indoor temperatures of an occupied apartment in Curitiba (Cfb climate) using linear regression

Authors

DOI:

https://doi.org/10.46421/entac.v19i1.2165

Keywords:

Estimation of building internal temperatures, Predictive models, Thermal performance of buildings

Abstract

Estimating hourly internal temperatures of occupied buildings with relatively simple methods allows evaluating their thermal performance and estimating energy consumption. However, the topic is still little explored. This research aimed to verify the applicability of the linear regression method to estimate internal temperatures in an occupied apartment in the city of Curitiba. For this, internal and external air temperatures were monitored for 41 days and equations were calibrated for three local climate situations. The results showed that contexts not covered by the calibration period represented an obstacle to the accuracy of the estimates.

Author Biographies

João Adolfo Moreira, Universidade Federal do Paraná

Arquiteto e Urbanista pela Universidade Federal do Paraná

Rafael Ponce de Leon Amorim, Instituto Federal da Paraíba

Arquiteto e Urbanista pela Universidade Federal da Paraíba. Especialista em Educação Ambiental pela FIP. Mestre em Engenharia Urbana e Ambiental pela Universidade Federal da Paraíba.

Solange Maria Leder, Universidade Federal da Paraíba

Graduação em Arquitetura e Urbanismo pela Universidade Federal de Santa Catarina.
Mestrado em Engenharia de Produção pela Universidade Federal de Santa Catarina.
Doutorado em Engenharia Civil pela Universidade Federal de Santa Catarina.
Pós-doutorado no National Research Council Canadá.

Pedro Augusto Breda Fontão, Universidade Federal do Paraná

Licenciado em Geografia pela Universidade Estadual Paulista.
Bacharel em Geografia pela Universidade Estadual Paulista.
Mestre em Organização do Espaço pelo Instituto de Geociências e Ciências Exatas da UNESP.
Doutor em Geografia pelo Instituto de Geociências e Ciências Exatas da UNESP.

References

AMERICAN SOCIETY OF HEATING REFRIGERATING AND AIR-CONDITIONING ENGINEERS - ASHRAE. Thermal environmental conditions for human occupancy. ANSI/ASHRAE Standard - 55-2020. United States of America: ASHRAE, 2020.

AZAR, Elie et al. Simulation-aided occupant-centric building design: A critical review of tools, methods, and applications. Energy and Buildings, v. 224, p. 110292, 2020.

CARLUCCI, S. et al. Modeling occupant behavior in buildings. Building and Environment, v. 174, n. December 2019, p. 106768, 2020.

DE DEAR, R; BRAGER, GS; COOPER, D. Developing an adaptive model of thermal comfort and preference - Final Report on RP-884. Sydney: 1997. v. 104. Disponível em: <http://sydney.edu.au/architecture/documents/staff/richard_de_dear/RP884_Final_Report.pdf>. Acesso em: 12 jul. 2021.

EUROPEAN COMMITTEE FOR STANDARDIZATION - CEN. EN 15251 - Indoor environmental input parameters for design and assessment of energy performance of buildings addressing indoor air quality, thermal environment, lighting and acoustics. Brussels: CEN, 2007.

FAJILLA, G. et al. Assessment of the impact of Occupants’ Behavior and climate change on heating and cooling energy needs of buildings. Energies, v. 13, n. 23, p. 5–7, 2020.

INTERNATIONAL STANDARD ORGANIZATION - ISO. ISO 7726, Ergonomics of the Thermal Environment, Instruments for Measuring Physical Quantities. Geneva: International Standard Organization, 1998.

NITSCHE, P. R. et al. Atlas climático do estado do Paraná. Londrina: IAPAR - Instituto Agronômico do Paraná, 2019.

PAPST, Ana Lígia. Método Estimativo da Temperatura Interna de Edificações Residenciais em Uso. 2004. 179 f. Tese (Doutorado em Engenharia Civil), Universidade Federal de Santa Catarina, 2004.

PARKINSON, T.; DE DEAR, R.; BRAGER, G. Nudging the adaptive thermal comfort model. Energy and Buildings, v. 206, n. December 2019, 2020.

ZHENG, Shan et al. The effect of diurnal temperature range on blood pressure among 46,609 people in Northwestern China. Science of the Total Environment, v. 730, p. 138987, 2020.

YAN, Da et al. IEA EBC Annex 66: Definition and simulation of occupant behavior in buildings. Energy and Buildings, v. 156, p. 258–270, 2017.

Published

2022-11-07

How to Cite

MOREIRA, João Adolfo; FERNANDES, Leandro Carlos; AMORIM, Rafael Ponce de Leon; LEDER, Solange Maria; FONTÃO, Pedro Augusto Breda. Estimation of hourly indoor temperatures of an occupied apartment in Curitiba (Cfb climate) using linear regression. In: NATIONAL MEETING OF BUILT ENVIRONMENT TECHNOLOGY, 19., 2022. Anais [...]. Porto Alegre: ANTAC, 2022. p. 1–11. DOI: 10.46421/entac.v19i1.2165. Disponível em: https://eventos.antac.org.br/index.php/entac/article/view/2165. Acesso em: 3 jul. 2024.

Issue

Section

(Inativa) Conforto Ambiental e Eficiência Energética

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