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http://dx.doi.org/10.12989/was.2019.29.2.129

Estimation of peak wind response of building using regression analysis  

Payan-Serrano, Omar (Facultad de Ingenieria, Universidad Autonoma de Sinaloa)
Bojorquez, Eden (Facultad de Ingenieria, Universidad Autonoma de Sinaloa)
Reyes-Salazar, Alfredo (Facultad de Ingenieria, Universidad Autonoma de Sinaloa)
Ruiz-Garcia, Jorge (Facultad de Ingenieria Civil, Universidad Michoacana de San Nicolas de Hidalgo)
Publication Information
Wind and Structures / v.29, no.2, 2019 , pp. 129-137 More about this Journal
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.
Keywords
wind simulation; dynamic analysis; maximum displacement; multiple regression; spectral density;
Citations & Related Records
Times Cited By KSCI : 3  (Citation Analysis)
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