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Dynamic analysis of vehicle-bridge interaction system with uncertain parameters

机译:参数不确定的车桥相互作用系统的动力学分析

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摘要

Dynamic behaviour of vehicle-bridge interaction systems with uncertain properties is comprehensively studied. Prediction of the dynamic responses of a bridge excited by moving vehicles is crucial to the bridge design as the deterioration and reduction in long-term serviceability of a bridge are mainly caused by its vibration. It is vital to provide insight into the influences of unavoidable uncertainties of system parameters on the dynamic behaviour of vehicle-bridge coupling systems which are commonplace in structural engineering. This thesis aims to develop a rational non-deterministic framework for dynamic analysis of vehicle-bridge interaction systems including the uncertainties in all the system parameters. Probabilistic analyses are firstly implemented to calculate the statistical moments of bridge responses considering all the system parameters as random variables. Random variable functional moment method, combined with modal analysis, is extended to develop the expressions for calculating the mean value and variance of bridge dynamic response. Non-probabilistic approaches are also proposed to account for the uncertainties in the vehicle-bridge interaction systems when sufficient statistical data are unavailable. Interval operations, Taylor expansions and perturbation theory are integrated to analyse the vehicle-bridge interaction dynamic problems with predefined small intervals of system parameters. Mathematical formulations are formed for the midpoint value, interval width, lower and upper bounds of interval bridge dynamic response. A novel particle swarm optimization algorithm is developed to capture the extreme values of bridge responses regardless of the interval width of system parameters. Finally, the hybrid probabilistic and non-probabilistic analysis are introduced into the vehicle-bridge interaction dynamic system when a mixture of random and interval uncertainties in the system is present. The random interval perturbation method and random interval moment method are incorporated in the implementations to obtain the intervals of the first two statistical moments of bridge response. Investigations into the effects of the individual system parameter on the bridge response are carried out extensively.The effectiveness and accuracy of the presented approaches are demonstrated through comparisons with reference methods. The reported work will assist engineers to perform the cost effective design and assessment of non-deterministic dynamic response of vehicle-bridge interaction systems with uncertain properties.
机译:综合研究了具有不确定特性的车桥相互作用系统的动力学行为。对行驶中的车辆引起的桥梁动力响应的预测对于桥梁设计至关重要,因为桥梁的长期使用寿命的恶化和降低主要是由其振动引起的。重要的是,洞察系统参数不可避免的不确定性对车桥耦合系统动力学行为的影响,而这在结构工程中很常见。本文旨在为车辆-桥梁相互作用系统的动力学分析开发一个合理的非确定性框架,包括所有系统参数的不确定性。首先进行概率分析,以将所有系统参数视为随机变量来计算桥梁响应的统计矩。扩展了随机变量函数矩法,结合模态分析,建立了计算桥梁动力响应均值和方差的表达式。当没有足够的统计数据时,还提出了非概率方法来解决车桥相互作用系统中的不确定性。结合了区间操作,泰勒展开和摄动理论,以预先设定的较小系统参数间隔来分析车桥相互作用的动力学问题。为中点值,区间宽度,区间桥动态响应的上下限形成了数学公式。开发了一种新颖的粒子群优化算法,可捕获桥梁响应的极值,而与系统参数的间隔宽度无关。最后,当系统中存在随机不确定性和区间不确定性的混合时,将混合概率分析和非概率分析引入到车桥相互作用动态系统中。在实现中并入了随机间隔摄动法和随机间隔矩方法,以获得桥梁响应的前两个统计矩的间隔。广泛地研究了各个系统参数对桥梁响应的影响。通过与参考方法的比较证明了所提出方法的有效性和准确性。报告的工作将帮助工程师进行具有成本效益的设计,并评估具有不确定特性的车桥相互作用系统的不确定性动力响应。

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