Surrogate-based fragility analysis and probabilistic optimisation of cable-stayed bridges subject to seismic loads
نویسندگان
چکیده
The lack of computationally efficient, probabilistic performance-based design strategies for cable-stayed bridges hinders their optimal in seismic regions. Thus, this paper proposes the implementation parameterised fragility functions (PFFs) surrogate-based sensitivity analysis and optimisation these structures. In particular, PFFs are exploited to define efficient decision variables four that aim optimise probability damage direct losses related repair cost. To illustrate overall strategy, a 542 m three-span bridge is considered. ability predict dynamic behaviour improved by using measured response reference inform numerical model’s architecture. Then, key tower cable cross-sections selected optimisation. shows conflicting demands placed upon different (e.g. sum construction costs, CRC) crucial importance accounting interaction when making choices on updating. Therefore, emerges as most tool deal with issues. With respect structure, proposed single-objective reduced system-level 3.5 times, yielded an 88% reduction cost, 40% decrease CRC. A Pareto-front was also calculated simultaneously system
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ژورنال
عنوان ژورنال: Engineering Structures
سال: 2022
ISSN: ['0141-0296', '1873-7323']
DOI: https://doi.org/10.1016/j.engstruct.2022.113949