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个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:土木工程系
学科:桥梁与隧道工程
办公地点:大连理工大学桥隧研发基地302
联系方式:13842877202
电子邮箱:qwl@dlut.edu.cn
Threshold Selection for POT Framework in the Extreme Vehicle Loads Analysis Based on Multiple Criteria
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论文类型:期刊论文
发表时间:2018-01-01
发表刊物:SHOCK AND VIBRATION
收录刊物:SCIE
卷号:2018
ISSN号:1070-9622
摘要:Extreme value of vehicle load plays an important role in bridge design and risk assessment. Peaks over threshold (POT) is a method commonly used in extreme load estimation. The selection of thresholds for the POT method is extremely crucial, but the selected optimal threshold varies under different test criteria. Therefore, a method to select the suitable threshold is developed based on multiple criteria decision analysis (MCDA) in the paper. In MCDA, Chi-Square (chi(2)) test, Kolmogorov-Smirnov (K-S) test, and Root Mean Square Error (RMSE) in probability distribution functions (PDF) are employed as the test criteria and the weight of these criteria is calculated using the entropy method. Finally, vehicle loads obtained from simulation and field measurement are adopted to validate the effectiveness and feasibility of the proposed method. The results indicate that the proposed MCDA is a useful and complementary tool for threshold selection in the extreme value analysis.