Title A Study on the Characteristics of Energy Consumption and Development of Linear Regression Model in Residential Buildings
Authors 강남규(Gang, Nam-Gyu) ; 김순호(Kim, Soon-Ho) ; 강은혜(Kang, Eun-Hye) ; 최정민(Choi, Jeong-Min)
DOI https://doi.org/10.5659/JAIK.2020.36.7.115
Page pp.115-122
ISSN 2733-6247
Keywords Residential Building; Energy; Consumption; Energy Unit Intensity; Linear regression model
Abstract Several studies have been conducted on the characteristics of energy consumption of residential buildings. Among them, Choi et al. (2017) and Shin et al. (2018) of the Korea Appraisal Board presented residential energy consumption and unit intensity as of 2015 and 2016 based on the big data information related to energy consumption in Korea. In May 2019, data on energy consumption by domestic administrative area and residential type in 2018 were released to the public through greentogether.go.kr. However, the research results related to the factors affecting energy consumption and unit-level characteristics by housing type and the development of a model for predicting energy consumption and energy unit intensity are still insufficient. Therefore, this study aims to present relevant basic data for GHG reduction of residential buildings by finding the factors and linear regression models that can predict the total energy consumption and energy unit intensity of residential buildings in Korea along with the characteristics of energy consumption based on the national data of 2018 announced on the GreenTogether website.