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Fuzzy Based Decision Support System for Condition Assessment and Rating of Bridges

机译:基于模糊的桥梁状态评估与评级决策支持系统

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摘要

In this work, a knowledge based decision support system has been developed to efficiently handle the issues such as distress diagnosis, assessment of damages and condition rating of existing bridges towards developing an exclusive and robust Bridge Management System (BMS) for sustainable bridges. The Knowledge Based Expert System (KBES) diagnoses the distresses and finds the cause of distress in the bridge by processing the data which are heuristic and combined with site inspection results, laboratory test results etc. The coupling of symbolic and numeric type of data has been successfully implemented in the expert system to strengthen its decision making process. Finally, the condition rating of the bridge is carried out using the assessment results obtained from the KBES and the information received from the bridge inspector. A systematic procedure has been developed using fuzzy mathematics for condition rating of bridges by combining the fuzzy weighted average and resolution identity technique. The proposed methodologies and the decision support system will facilitate in developing a robust and exclusive BMS for a network of bridges across the country and allow the bridge engineers and decision makers to carry out maintenance of bridges in a rational and systematic way.
机译:在这项工作中,基于知识的决策支持系统已经开发出来,可以有效地处理诸如遇险诊断,损伤评估和现有桥梁状况评估之类的问题,从而为可持续性桥梁开发专有且强大的桥梁管理系统(BMS)。基于知识的专家系统(KBES)通过处理启发式数据并结合现场检查结果,实验室测试结果等来诊断桥梁中的故障,并确定故障的原因。已经将符号和数字类型的数据耦合在一起在专家系统中成功实施,以加强其决策过程。最后,使用从KBES获得的评估结果和从桥梁检查员那里获得的信息对桥梁的状态进行评估。通过使用模糊加权平均和分辨率识别技术相结合的模糊数学方法,开发了一种用于桥梁状态评估的系统程序。所提出的方法和决策支持系统将有助于为全国的桥梁网络开发健壮且专有的BMS,并使桥梁工程师和决策者能够以合理,系统的方式进行桥梁维护。

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