TY - GEN
T1 - Optimizing a parametric energy model for use in citywide residential overheating analysis
AU - Holmes, Seth H.
AU - Rajkovich, Nicholas B.
AU - Baker, Fahed
N1 - Publisher Copyright:
© 2017 Building Simulation Conference Proceedings. All rights reserved.
PY - 2017
Y1 - 2017
N2 - City-wide urban building energy modeling may help estimate which residential buildings in a city are at risk of occupant overheating during a heat wave. Six parametric energy modeling methods are presented for use in an automated analysis to generate energy models using existing building information or GIS data. An evaluation of the six methods generates models that mimic detailed energy models for three existing homes in Cleveland, Ohio, USA. A comparison of parametric to detailed models using R2 and CV-RMSE indicates that five out of six models adequately represent the detailed models when analyzing operative temperature and wetbulb globe temperature.
AB - City-wide urban building energy modeling may help estimate which residential buildings in a city are at risk of occupant overheating during a heat wave. Six parametric energy modeling methods are presented for use in an automated analysis to generate energy models using existing building information or GIS data. An evaluation of the six methods generates models that mimic detailed energy models for three existing homes in Cleveland, Ohio, USA. A comparison of parametric to detailed models using R2 and CV-RMSE indicates that five out of six models adequately represent the detailed models when analyzing operative temperature and wetbulb globe temperature.
UR - https://www.scopus.com/pages/publications/85075556164
U2 - 10.26868/25222708.2017.364
DO - 10.26868/25222708.2017.364
M3 - Conference contribution
AN - SCOPUS:85075556164
T3 - Building Simulation Conference Proceedings
SP - 2283
EP - 2292
BT - 15th International Conference of the International Building Performance Simulation Association, Building Simulation 2017
A2 - Barnaby, Charles S.
A2 - Wetter, Michael
PB - International Building Performance Simulation Association
T2 - 15th International Conference of the International Building Performance Simulation Association, Building Simulation 2017
Y2 - 7 August 2017 through 9 August 2017
ER -