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Decision support framework for bridge condition assessments

机译:桥梁状况评估的决策支持框架

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An essential aspect in the maintenance of existing bridges is the ability to adequately and accurately assess and evaluate the condition of the structure. Condition assessments, which can be carried out in any number of ways, provide valuable information concerning the actual state of a bridge, including the severity of potential damages, and form the basis for further maintenance decisions. Any decision support concerning the management of existing structures thus requires attention towards the uncertainties associated with the assessment methods when applied in practice as well as the maintenance actions these support. These uncertainties cannot be solely described as model uncertainties but are also a result of the variation in engineering performance observed in practice. In the current paper a rational and systematic framework is presented which provides practical decision support concerning whether condition assessments are necessary, what assessment methods are recommended, if invasive actions are needed, or if some other non-invasive option may be more appropriate. The framework takes into account three main attributes of an enhanced condition assessment, namely, modelling sophistication, considerations of uncertainties and risks, and knowledge/information content. Increasing the level of one or more of these attributes may be advantageous only if the expected benefits or added value of information is considered appropriate in relation to the cost of implementation in practice. A decision making model, based on Bayesian decision theory, is adopted to evaluate this problem. Two case studies, in which the framework is applied, are provided for illustrative purposes; the first is a generic numerical example and the second a decision scenario related to the fatigue assessment of an existing railway bridge.
机译:维护现有桥梁的一个重要方面是能够充分,准确地评估和评估结构状况的能力。状态评估可以以多种方式进行,它提供了有关桥梁实际状态的宝贵信息,包括潜在损坏的严重程度,并为进一步的维护决策奠定了基础。因此,与现有结构管理有关的任何决策支持都需要注意与实践中评估方法相关的不确定性以及这些支持的维护措施。这些不确定性不能仅描述为模型不确定性,而且还是实践中观察到的工程性能变化的结果。在当前的论文中,提出了一个合理而系统的框架,该框架提供了有关是否需要进行条件评估,建议使用哪种评估方法,是否需要采取侵入性措施或是否更合适的其他非侵入性选择的实用决策支持。该框架考虑了增强状态评估的三个主要属性,即复杂性建模,不确定性和风险的考虑以及知识/信息内容。仅当相对于实践中的实施成本认为信息的预期收益或附加值合适时,增加这些属性中一个或多个属性的级别才是有利的。采用基于贝叶斯决策理论的决策模型对该问题进行评估。为了说明的目的,提供了两个应用了该框架的案例研究。第一个是通用的数值示例,第二个是与现有铁路桥梁疲劳评估有关的决策方案。

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