[HTML][HTML] Applications of machine learning to wind engineering
Advances of the analytical, numerical, experimental and field-measurement approaches in
wind engineering offers unprecedented volume of data that, together with rapidly evolving …
wind engineering offers unprecedented volume of data that, together with rapidly evolving …
Stochastic model of tropical cyclones along China coast including the effects of spatial heterogeneity and ocean feedback
Z Shen, K Wei - Reliability Engineering & System Safety, 2021 - Elsevier
Historical tropical cyclones (TCs) are usually insufficient in determining extreme hazards
due to limited data. This study developed a full-track stochastic model to generate synthetic …
due to limited data. This study developed a full-track stochastic model to generate synthetic …
Extreme typhoon wind speed mapping for coastal region of China: Geographically weighted regression–based circular subregion algorithm
The coastal region of China is exposed to severe typhoon threats and suffers significant
casualties as well as economic losses due to seven to eight landed storms every year. This …
casualties as well as economic losses due to seven to eight landed storms every year. This …
[HTML][HTML] Typhoon-induced fragility analysis of transmission tower in Ningbo area considering the effect of long-term corrosion
Q Li, H Jia, Q Qiu, Y Lu, J Zhang, J Mao, W Fan… - Applied Sciences, 2022 - mdpi.com
Featured Application There are more and more large-span transmission projects with high
towers and complex structures along the southeast coast of China, which are inconvenient …
towers and complex structures along the southeast coast of China, which are inconvenient …
Stochastic power spectra models for typhoon and non-typhoon winds: A data-driven algorithm
The shape of power spectra both for typhoon and non-typhoon winds directly affect the
response level of the structure. The conventional deterministic spectrum models fail to …
response level of the structure. The conventional deterministic spectrum models fail to …
Revisiting hurricane track model for wind risk assessment
Hurricane wind risk assessment has been significantly improved with the evolvement of
synthesis methodologies from the single site probabilistic method to the hurricane track …
synthesis methodologies from the single site probabilistic method to the hurricane track …
[HTML][HTML] Machine learning-based prediction of dynamic responses of a tower crane under strong coastal winds
With the rapid development of the construction industry, tower cranes are increasingly used
in coastal engineering. However, due to the complexity of their operating environment, tower …
in coastal engineering. However, due to the complexity of their operating environment, tower …
Typhoon wind hazard estimation by full-track simulation with various wind intensity models
A general framework of typhoon full-track simulation for the Western North Pacific (WNP)
basin is presented in this paper. Specifically, an empirical TC track model integrated with …
basin is presented in this paper. Specifically, an empirical TC track model integrated with …
Monitoring-based evaluation of dynamic characteristics of a long span suspension bridge under typhoons
J Guo, CJ Hu, MJ Zhu, YQ Ni - Journal of Civil Structural Health Monitoring, 2021 - Springer
Abstract The Xihoumen Bridge, with a main span of 1650 m and two side spans of 578 m
and 485 m, respectively, is a long-span suspension bridge spanning the Jintang and Cezi …
and 485 m, respectively, is a long-span suspension bridge spanning the Jintang and Cezi …
Typhoons of western North Pacific basin under warming climate and implications for future wind hazard of East Asia
How global warming will affect the typhoon activities and therefore impact future wind
hazard is of importance to human being's preparedness for climate change. Herein a …
hazard is of importance to human being's preparedness for climate change. Herein a …