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Threshold Selection for POT Framework in the Extreme Vehicle Loads Analysis Based on Multiple Criteria
Joint Authors
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-04-11
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
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 (χ2) 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.
American Psychological Association (APA)
Wu, Guangrun& Qiu, Wenliang. 2018. Threshold Selection for POT Framework in the Extreme Vehicle Loads Analysis Based on Multiple Criteria. Shock and Vibration،Vol. 2018, no. 2018, pp.1-9.
https://search.emarefa.net/detail/BIM-1215269
Modern Language Association (MLA)
Wu, Guangrun& Qiu, Wenliang. Threshold Selection for POT Framework in the Extreme Vehicle Loads Analysis Based on Multiple Criteria. Shock and Vibration No. 2018 (2018), pp.1-9.
https://search.emarefa.net/detail/BIM-1215269
American Medical Association (AMA)
Wu, Guangrun& Qiu, Wenliang. Threshold Selection for POT Framework in the Extreme Vehicle Loads Analysis Based on Multiple Criteria. Shock and Vibration. 2018. Vol. 2018, no. 2018, pp.1-9.
https://search.emarefa.net/detail/BIM-1215269
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1215269