Predicting roof-surface wind pressure induced by conical vortex using a BP neural network combined with POD
出版年份 2021 全文链接
标题
Predicting roof-surface wind pressure induced by conical vortex using a BP neural network combined with POD
作者
关键词
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出版物
Building Simulation
Volume -, Issue -, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2021-12-24
DOI
10.1007/s12273-021-0867-7
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Investigation of chaotic features of surface wind speeds using recurrence analysis
- (2021) Z.R. Shu et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- A fast partition method for wind pressure coefficient of large-span roof based on modified GK clustering
- (2021) Fubin Chen et al. Structures
- Characterization of vertical wind velocity variability based on fractal dimension analysis
- (2021) Z.R. Shu et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Prediction of wind-induced vibrations of twin circular cylinders based on machine learning
- (2021) Shanghao Gu et al. OCEAN ENGINEERING
- Prediction of wind pressures on tall buildings using wavelet neural network
- (2021) F.B. Chen et al. Journal of Building Engineering
- Characterising the fractal dimension of wind speed time series under different terrain conditions
- (2020) Bowen Yan et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Insights from Super Typhoon Mangkhut (1822) for wind engineering practices
- (2020) Y.C. He et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Universal equivalent static wind loads of fluctuating wind loads on large-span roofs based on compensation of structural frequencies and modes
- (2020) Wuyi Sun et al. Structures
- Effects of corner modifications on wind loads and local pressures on walls of tall buildings
- (2020) K. T. Tse et al. Building Simulation
- Development of an ANN-based building energy model for information-poor buildings using transfer learning
- (2020) Ao Li et al. Building Simulation
- Wind turbine power modelling and optimization using artificial neural network with wind field experimental data
- (2020) Haiying Sun et al. APPLIED ENERGY
- Comparative study of full-scale and model-scale wind pressure measurements on a gable roof low-rise building
- (2020) J.C. Li et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- POD‐based analysis of a wind turbine wake under the influence of tower and nacelle
- (2020) Giovanni De Cillis et al. WIND ENERGY
- Dynamic Characterization of Wind Speed under Extreme Conditions by Recurrence-Based Techniques: Comparative Study
- (2020) Z. R. Shu et al. JOURNAL OF AEROSPACE ENGINEERING
- Wind tunnel study of separated and reattaching flows by particle image velocimetry and pressure measurements
- (2019) ZR Shu et al. ADVANCES IN STRUCTURAL ENGINEERING
- Short-term wind speed prediction model based on GA-ANN improved by VMD
- (2019) Yagang Zhang et al. RENEWABLE ENERGY
- Vulnerability analysis of steel roofing cladding: Influence of wind directionality
- (2018) Xiaowen Ji et al. ENGINEERING STRUCTURES
- An experimental investigation of surface pressures in separated and reattaching flows: effects of freestream turbulence and leading edge geometry
- (2017) Z.R. Shu et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Prediction of wind loads on high-rise building using a BP neural network combined with POD
- (2017) Huang Dongmei et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Fast POD method to evaluate infiltration heat recovery in building walls
- (2016) Alexandra Tallet et al. Building Simulation
- Automotive Internal-Combustion-Engine Fault Detection and Classification Using Artificial Neural Network Techniques
- (2015) Ryan Ahmed et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- A short-term load forecasting model of natural gas based on optimized genetic algorithm and improved BP neural network
- (2014) Feng Yu et al. APPLIED ENERGY
- POD analysis of a finite-length cylinder near wake
- (2014) H. F. Wang et al. EXPERIMENTS IN FLUIDS
- Development of a modified hybrid aerodynamic vibration technique for simulating aerodynamic vibration of structures in a wind tunnel
- (2014) Yuki Kato et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Effects of leading edge geometry on the vortex shedding frequency of an elongated bluff body at high Reynolds numbers
- (2014) Zachary J. Taylor et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Investigation of computational and accuracy issues in POD-based reduced order modeling of dynamic structural systems
- (2013) Saeed Eftekhar Azam et al. ENGINEERING STRUCTURES
- Contributions of wind-induced overall and local behaviors for internal forces in cladding support components of large-span roof structure
- (2013) Zhibin Ding et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- Interpolation of pressure coefficients for low-rise buildings of different plan dimensions and roof slopes using artificial neural networks
- (2011) X. Gavalda et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- 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
- Large eddy simulation of wind effects on a long-span complex roof structure
- (2011) C.L. Lu et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
- An adaptive inverse-distance weighting spatial interpolation technique
- (2008) George Y. Lu et al. COMPUTERS & GEOSCIENCES
- Prediction of flutter derivatives by artificial neural networks
- (2008) Chern-Hwa Chen et al. JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS
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