journal article·2022-11-15Open access

Development of Daily and Extreme Temperature Estimation Model for Building Structures Based on Raw Meteorological Data

Jianyu Yang, Yongda Yang, Jiaming Zou, Weijun Yang

Applied Sciences· Volume 12· Issue 22

Abstract

For building environments, meteorological factors such as daily mean temperature, extreme temperature and seasonal temperature changes, are essential, as they impact building structures significantly. Due to the importance of detailed and accurate temperature data, and taking Beijing, China, as an example, this paper developed a fast and effective interpolation method to extract hourly meteorological data, based on 30 years’ raw meteorological data. With the interpolated data, this paper defined the extreme weather for buildings. Moreover, a temperature model based on probability and statistical analysis was constructed, and the general climate standard for days and extreme climate for typical days with different return periods were obtained. Furthermore, meteorological models for standard annual temperature were also achieved, reflecting the daily variation and annual variation of temperature, and can provide continuous-numerical-simulation parameters for analyzing daily and annual temperature. According to the daily temperature difference obeys the Gumble Distribution, the daily temperature difference in different return periods and extreme climates is obtained by analysis. Therefore, annual temperature ranges of different recurrence intervals and extreme climate are also achieved, and the annual temperature ranges can be used to analyze the effect of different recurrence intervals and extreme weather on building structures.
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Research context

OpenAlex topics: Hydrological Forecasting Using AI · Meteorological Phenomena and Simulations · Climate variability and models

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

School of Civil Engineering, Changsha University of Science & Technology, Changsha 410114, China

Hunan Construction Investment Group Co., Ltd., Changsha 410018, China

Funding

National Natural Science Foundation of China · Hunan Water Conservancy Science and Technology Fund

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