Comparative analysis of BPNN, SVR, LSTM, Random Forest, and LSTM-SVR for conditional simulation of non-Gaussian measured fluctuating wind pressures

Planetary gearbox fault diagnosis using bidirectional-convolutional LSTM networks

(2021) Junchuan Shi et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Time varying mean extraction for stationary and nonstationary winds

(2020) Federica Tubino et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Kriging based sequence interpolation and probability distribution correction for gaussian wind field data reconstruction

(2020) Qiushuang Lin et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

A novel approach for predicting tool remaining useful life using limited data

(2020) Hai Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Interpolation of wind pressures using Gaussian process regression

(2019) Xingliang Ma et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Dynamic reliability analysis using the extended support vector regression (X-SVR)

(2019) Jinwen Feng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Non-Gaussian non-stationary wind pressure forecasting based on the improved empirical wavelet transform

(2018) Zhou Li et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Non-Gaussian properties and their effects on extreme values of wind pressure on the roof of long-span structures

(2018) Jie Song et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Fault diagnosis in spur gears based on genetic algorithm and random forest

(2016) Mariela Cerrada et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Efficient stationary multivariate non-Gaussian simulation based on a Hermite PDF model

(2015) Luping Yang et al.   PROBABILISTIC ENGINEERING MECHANICS

Structure damage detection based on random forest recursive feature elimination

(2014) Qifeng Zhou et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Wind-induced effects on bluff bodies in turbulent flows: Nonstationary, non-Gaussian and nonlinear features

(2013) Ahsan Kareem et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS

Support Vector Machines Approach to Conditional Simulation of Non-Gaussian Stochastic Process

(2011) Chunxiang Li et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Conditional simulation of non-Gaussian wind velocity profiles: Application to buffeting response of Vincent Thomas suspension bridge

(2011) Debasis Karmakar et al.   PROBABILISTIC ENGINEERING MECHANICS