Development of Regression Models considering Time-Lag and Aerosols for Predicting Heating Loads in Buildings

Table 1

Weather data and aerosol data considered in this study.

Name	Units	Used by EnergyPlus
Dry bulb temperature	°C	Provided by KMA
Wet bulb temperature	°C	Calculated by equation
Dew point temperature	°C	Provided by KMA
Humidity ratio	g/m^3	Provided by KMA
Relative humidity	%	Provided by KMA
Atmospheric pressure	Pa	Provided by KMA
Extraterrestrial horizontal radiation	Wh/m^2	Calculated by equation
Extraterrestrial direct normal radiation	Wh/m^2	Calculated by equation
Solar altitude	Degrees	Calculated by equation
Horizontal infrared radiation intensity from the sky	Wh/m^2	Calculated by equation
Global horizontal radiation	Wh/m^2	Provided by KMA
Direct normal radiation	Wh/m^2	Calculated by equation
Diffuse horizontal radiation	Wh/m^2	Calculated by equation
Wind direction	Degrees	Provided by KMA
Wind speed	m/s	Provided by KMA
Total sky cover	Tenths	Provided by KMA
Visibility	km	Provided by KMA
Precipitable water	mm	Measured by AERONET
Aerosol optical depth	Thousandths	Measured by AERONET