Performance-based optimization of nonlinear structures subject to stochastic dynamic loading

Jiaqi Xu, Billie F. Spencer, Xilin Lu

Research output: Contribution to journalArticle

Abstract

Structural optimization has been shown to be an efficient and effective method to obtain the optimal design balancing competing objectives. However, literature on optimization of structures subject to random excitation is sparse. This study proposes a performance-based optimization approach for nonlinear structures subject to stochastic dynamic excitation. The optimization procedure is formulated as a multi-objective problem considering various performance objectives. The excitation is modeled as a zero-mean filtered white noise and combined with the nonlinear equations of motion of the structure to create an augmented state space representation of the system. The optimization objectives are defined in terms of the variance of stationary structural responses, which are obtained via equivalent linearization. Thus, the stochastic optimization problem is converted into its deterministic counterpart. Numerical examples are provided to demonstrate the efficacy of the proposed approach. Three levels of seismic magnitudes, i.e., low-level, frequent earthquake, medium-intensity earthquake and high-intensity earthquake, are investigated. For each seismic magnitude, two performance objectives are considered. The first performance objective considers serviceability, seeking to minimize floor acceleration response; and the second performance objective considers structural safety and seeks to minimize interstory drift response. The Pareto optimal fronts are calculated to illustrate the intrinsic tradeoffs between serviceability and safety of designs subject to all seismic magnitudes.

Original languageEnglish (US)
Pages (from-to)334-345
Number of pages12
JournalEngineering Structures
Volume134
DOIs
StatePublished - Mar 1 2017

Keywords

  • Nonlinear structure
  • Performance-based optimization
  • Stochastic dynamic loading
  • Structural optimization

ASJC Scopus subject areas

  • Civil and Structural Engineering

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