Journal of Geophysical Research: Atmospheres
Journal of Geophysical Research: Atmospheres
5 years ago

Using WRF-Urban to assess summertime air conditioning electric loads and their impacts on urban weather in Beijing

Shiguang Miao, Michael Barlage, Alex Mahalov, Wenli Guo, Fei Chen, Shuanghe Shen, Xiaoyu Xu
The air conditioning (AC) electric loads and their impacts on local weather over Beijing during a 5-day heatwave event in 2010 are investigated by using the Weather Research and Forecasting (WRF) model, in which the Noah land surface model with Multi-Parameterization options (Noah-MP) is coupled to the multilayer Building Effect Parameterization and Building Energy Model (BEP+BEM). Compared to the legacy Noah scheme coupled to BEP+BEM, this modeling system shows a better performance, decreasing the root-mean-square-error of 2-m air temperature to 1.9 °C for urban stations. The simulated AC electric loads in suburban and rural districts are significantly improved by introducing the urban-class dependent building cooled fraction. Analysis reveals that the observed AC electric loads in each district are characterized by a common double-peak at 3 p.m. and at 9 p.m. local standard time (LST), and the incorporation of more realistic AC working schedules helps reproduce the evening peak. Waste heat from AC systems has a smaller effect (~1 °C) on the afternoon 2-m air temperature than the evening one (1.5~2.4 °C) if AC systems work for 24 hours and vent sensible waste heat into air. Influences of AC systems can only reach up to ~400 m above the ground for the evening air temperature and humidity due to a shallower urban boundary layer than daytime. Spatially-varying maps of AC working schedules and the ratio of sensible to latent waste heat release are critical for correctly simulating the cooling electric loads and capturing the thermal stratification of urban boundary layer.

Publisher URL: http://onlinelibrary.wiley.com/resolve/doi

DOI: 10.1002/2017JD028168

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