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An expert fuzzy system for management of railroad bridges in use

机译:使用中的铁路桥梁管理专家模糊系统

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摘要

Management of railroad bridges constitutes a typical decision-making problem which arises from the necessity to allocate limited financial resources to maintenance and repair work. It Is a multiple criteria issue consisting in the arrangement of bridges with regards to the level of structure degradation which is decisive for the safety level of their users. So far, despite a large number of suggested calculation models, mainly of probabilistic character, no method has been noticed that would allow to rank any number of bridges taking into consideration a full variety of structure and material solutions. Therefore, in order to meet the need for a more effective model, an innovative approach has been proposed using the aggregated calculation algorithm which combines the modified Extent Analysis Fuzzy Analytic Hierarchy Process (EA FAHP) method and the Dominant Analytic Hierarchy Process (DAHP) one. It is a decision-making and calculation model which allows to reflect the actual assessment processes in a more favourable manner, as well as to take into account the diversity of solutions with respect to materials and structure of bridges. An example was given of the application of the suggested method on the selected group of railroad bridges in Poland that have been in use for over 50 years. The selected structures have more diverse structures of decks and are more prone to damage than road bridges. Due to the lack of algorithms similar to the one discussed within this paper, it was verified In a limited scope with the use of two different methods by way of comparing the accordance of bridge ranking which is of importance for making a decision concerning the performance of maintenance and repair work.
机译:铁路桥梁的管理构成了一个典型的决策问题,这是由于必须将有限的财政资源用于维护和修理工作而引起的。这是一个多标准的问题,涉及桥梁在结构退化水平方面的安排,这对用户的安全水平起着决定性的作用。到目前为止,尽管有大量建议的计算模型,主要是概率特征的,但还没有一种方法能够考虑到各种结构和材料解决方案而对任何数量的桥梁进行排名。因此,为了满足对更有效模型的需求,提出了一种使用聚合计算算法的创新方法,该算法结合了改进的范围分析模糊层次分析方法(EA FAHP)和显性层次分析方法(DAHP) 。它是一种决策和计算模型,可以以更有利的方式反映实际的评估过程,并考虑桥梁材料和结构的解决方案的多样性。举例说明了所建议的方法在波兰已使用50多年的铁路桥梁中的应用。所选结构的桥面结构更加多样化,比路桥更容易损坏。由于缺乏与本文讨论的算法相似的算法,因此通过比较桥梁等级的依据,在有限的范围内使用两种不同的方法对其进行了验证,这对于做出有关性能的决策至关重要。维护和维修工作。

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