Probabilistic modeling of wind pressure on low-rise buildings

Abstract

A third order Hermite polynomial PDF model is adapted from the literature and investigated as a robust model to represent fluctuating pressures over the surface of low-rise buildings. The relationship between skewness, kurtosis and the Hermite model shape parameters is numerically inverted and an approximate solution is developed to improve the accuracy and simplify the application of the Hermite model to measured data. The effective region with respect to skewness and kurtosis is established for the Hermite model. It is shown that wind pressure data from full scale and wind tunnel model low rise buildings fall within or very close to this effective region. Common PDF models utilized in wind engineering literature are compared with the Hermite PDF model for mildly and strongly non-Gaussian wind tunnel and full scale pressure datasets. The superior performance of the proposed Hermite PDF model is demonstrated.