3rd European International Conference on Industrial Engineering and Operations Management

A new climate indicator to be used in prediction of cooling energy in hot and humid regions

Mauricio Lopes & Roberto Lamberts
Publisher: IEOM Society International
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Track: Energy and Resource Efficiency
Abstract

Cooling degree days (CDD) and cooling degree hours (CDH) are the climate correlations generally used in the models for building cooling consumption prediction. Both are calculated from the dry bulb temperature and are useful in analyzes where sensible heat is predominant. In hot and humid climates, the latent heat cannot be overlooked. This study developed a new climate indicator that considers both sensible and latent heat. The annual cooling demand for a building model was obtained for twenty Brazilian cities using Energyplus. The CDH value for each city was calculated. The enthalpy was used to obtain a climatic indicator, the CEH (cooling enthalpy hours). A linear regression analysis was conducted to evaluate the relationship between these indicators values and the annual cooling demand. The results showed that the CEH has a stronger relationship with the annual demand of cooling. The standard error reduced from 12.11 to 9.50 kWh/m2.year and the coefficient of determination increased from 0.9428 to 0.9648. The calculations were expanded to 407 Brazilian cities confirming the good performance of the CEH, since the R2 value remained high (0.9459) and the standard error low (11.82 kWh/m2.year). From the CEH, eighteen climate zones were suggested to represent the Brazilian climate.

Published in: 3rd European International Conference on Industrial Engineering and Operations Management, Pilsen, Czech Republic

Publisher: IEOM Society International
Date of Conference: July 23-26, 2019

ISBN: 978-1-5323-5949-1
ISSN/E-ISSN: 2169-8767