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EPICentre Seminars - Probabilistic Optimization of Seismically Excited Cable-Stayed Bridges
24 March 2021, 12:00 pm–1:00 pm
In this seminar Andrea Franchini from 果冻影院 EPICentre discusses how parameterized fragility functions, which are obtained through machine learning techniques, can be implemented for quicker, yet highly reliable, investigation of design alternatives and for the optimization of a cable-stayed bridges.
This event is free.
Event Information
Open to
- All
Cost
- Free
Organiser
-
Arash Nassirpour – 果冻影院 EPICentre / Department of Civil, Environmental & Geomatic Engineering
Due to their high flexibility, low inherent damping and strong nonlinear behaviour, cable-stayed bridges are vulnerable to earthquakes and should therefore be carefully designed to achieve the prescribed performance objectives. Fragility functions can aid the design process, providing probabilistic information on seismic behaviour and leading to more sustainable solutions. However, they require a significant computational effort. The seminar discusses how parameterized fragility functions, which are obtained through machine learning techniques, can be implemented for quicker, yet highly reliable, investigation of design alternatives and for the optimization of a cable-stayed bridges.
Please note that the session may be recorded and retained as per 果冻影院’s retention schedule.
Photo Credit:?Modjeski and Master
About the Speaker
Andrea Franchini
PhD Candidate at 果冻影院 - EPICentre
Andrea is a second-year PhD student at 果冻影院. His research focuses on the multi-hazard analysis and optimization of cable-stayed bridges, considering the interaction between earthquake and fatigue. He holds a Double MSc in Structural Engineering from the University of Trento and Tongji University (同济大学). Before joining 果冻影院, Andrea worked for a year as Research Assistant in the field of seismic metamaterials and did a structural design internship at the East China Architectural Design & Research Institute.
More about Andrea Franchini