A comparative study of wind-induced dynamic response models of long-span bridges using artificial neural networks, support vector regression and buffeting theory
出版年份 2020 全文链接
标题
A comparative study of wind-induced dynamic response models of long-span bridges using artificial neural networks, support vector regression and buffeting theory
作者
关键词
Long-span bridges, Full-scaled measurements, Buffeting response, Multilayer perceptron, Supporting vector regression
出版物
JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
Volume 209, Issue -, Pages 104484
出版商
Elsevier BV
发表日期
2020-12-24
DOI
10.1016/j.jweia.2020.104484
参考文献
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- (2020) Viet Le et al. COMPUTERS & STRUCTURES
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- (2020) Fabio Rizzo et al. COMPUTERS & STRUCTURES
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- (2018) M. Cid Montoya et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Evaluation of mast measurements and wind tunnel terrain models to describe spatially variable wind field characteristics for long-span bridge design
- (2018) Tor M. Lystad et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Strong wind characteristics and dynamic response of a long-span suspension bridge during a storm
- (2018) Aksel Fenerci et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Data-driven modeling of vortex-induced vibration of a long-span suspension bridge using decision tree learning and support vector regression
- (2018) Shanwu Li et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Site-specific data-driven probabilistic wind field modeling for the wind-induced response prediction of cable-supported bridges
- (2018) Aksel Fenerci et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Long-term monitoring of wind field characteristics and dynamic response of a long-span suspension bridge in complex terrain
- (2017) Aksel Fenerci et al. ENGINEERING STRUCTURES
- Operational modal analysis of an end-supported pontoon bridge
- (2017) Knut Andreas Kvåle et al. ENGINEERING STRUCTURES
- Measured Buffeting Response of a Long-Span Suspension Bridge Compared with Numerical Predictions Based on Design Wind Spectra
- (2017) Aksel Fenerci et al. JOURNAL OF STRUCTURAL ENGINEERING
- Tropical Storm–Induced Buffeting Response of Long-Span Bridges: Enhanced Nonstationary Buffeting Force Model
- (2017) Liang Hu et al. JOURNAL OF STRUCTURAL ENGINEERING
- An enhanced forced vibration rig for wind tunnel testing of bridge deck section models in arbitrary motion
- (2017) Bartosz Siedziako et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Measured Buffeting Response of a Long-Span Suspension Bridge Compared with Numerical Predictions Based on Design Wind Spectra
- (2017) Aksel Fenerci et al. JOURNAL OF STRUCTURAL ENGINEERING
- Tropical Storm–Induced Buffeting Response of Long-Span Bridges: Enhanced Nonstationary Buffeting Force Model
- (2017) Liang Hu et al. JOURNAL OF STRUCTURAL ENGINEERING
- Buffeting response of a suspension bridge in complex terrain
- (2016) Etienne Cheynet et al. ENGINEERING STRUCTURES
- Aerodynamic shape optimization of civil structures: A CFD-enabled Kriging-based approach
- (2015) Enrica Bernardini et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Typhoon-induced non-stationary buffeting response of long-span bridges in complex terrain
- (2013) Liang Hu et al. ENGINEERING STRUCTURES
- Modeling hysteretic nonlinear behavior of bridge aerodynamics via cellular automata nested neural network
- (2011) Teng Wu et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Prediction of flutter derivatives by artificial neural networks
- (2008) Chern-Hwa Chen et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- A new numerical approach to reproduce bridge aerodynamic non-linearities in time domain
- (2008) G. Diana et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
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