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Failure Analysis of Engineering Structures in Undergraduate Courses Using Optimization

机译:基于优化的本科课程工程结构失效分析

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In the design process for engineering structures, it is often of interest to determine the largest magnitude of a given form of load that can be applied on a structure before causing failure. This gives the factor of safety against failure. Determining the factor of safety entails analysis of a structure on the verge of failure, and is known as limit analysis. It is well known that limit analysis can be formulated as a constrained optimization problem. With robust computational tools for optimization having become readily available, it is possible to introduce the optimization-based approach to limit analysis at various stages in the undergraduate civil engineering curriculum. In this article, we present three instances of limit analysis using an optimization-based approach from (ⅰ) a sophomore level Statics course, (ⅱ) a junior level Structural Analysis course, and (ⅲ) a senior level Advanced Solid Mechanics course. These are based on materials presented by the author in undergraduate mechanics courses at the University of Colorado at Boulder. In each case, we develop a mathematical formulation and implement the computations in MATLAB. We use two optimization tools, one from the MATLAB Optimization Toolbox and the other called SeDuMi. Classroom experience has shown that the optimization-based approach helps students recognize the underlying thread in seemingly disparate limit analysis problems.
机译:在工程结构的设计过程中,通常需要确定在导致故障之前可以施加在结构上的给定形式的最大载荷量。这给出了防止故障的安全因素。确定安全因素需要对濒临崩溃的结构进行分析,这被称为极限分析。众所周知,极限分析可以公式化为约束优化问题。随着强大的用于优化的计算工具变得随时可用,有可能在土木工程课程的各个阶段引入基于优化的方法来进行极限分析。在本文中,我们从(ⅰ)大二级静态课程,(ⅱ)初级结构分析课程和(ⅲ)高级固体力学课程中介绍了使用基于优化方法的极限分析的三个实例。这些基于作者在科罗拉多大学博尔德分校的本科力学课程中介绍的材料。在每种情况下,我们都会开发数学公式并在MATLAB中实现计算。我们使用两种优化工具,一种来自MATLAB Optimization Toolbox,另一种称为SeDuMi。课堂经验表明,基于优化的方法可以帮助学生认识看似完全不同的极限分析问题中的潜在问题。

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