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Wind and Structures Volume 29, Number 2, August 2019 , pages 129-137 DOI: https://doi.org/10.12989/was.2019.29.2.129 |
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Estimation of peak wind response of building using regression analysis |
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Omar Payán-Serrano, Edén Bojórquez,
Alfredo Reyes-Salazar and Jorge Ruiz-García
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| Abstract | ||
| The maximum along-wind displacement of a considerable amount of building under simulated wind loads is computed with the aim to produce a simple prediction model using multiple regression analysis with variables transformation. The Shinozuka and Newmark methods are used to simulate the turbulent wind and to calculate the dynamic response, respectively. In order to evaluate the prediction performance of the regression model with longer degree of determination, two complex structural models were analyzed dynamically. In addition, the prediction model proposed is used to estimate and compare the maximum response of two test buildings studied with wind loads by other authors. Finally, it was proved that the prediction model is reliable to estimate the maximum displacements of structures subjected to the wind loads. | ||
| Key Words | ||
| wind simulation; dynamic analysis; maximum displacement; multiple regression; spectral density | ||
| Address | ||
| Omar Payán-Serrano, Edén Bojórquez and Alfredo Reyes-Salazar: Facultad de Ingeniería, Universidad Autónoma de Sinaloa, México Jorge Ruiz-García: Facultad de Ingeniería Civil, Universidad Michoacana de San Nicolás de Hidalgo, México | ||