Threshold Selection for POT Framework in the Extreme Vehicle Loads Analysis Based on Multiple Criteria

المؤلفون المشاركون

Qiu, Wenliang
Wu, Guangrun

المصدر

Shock and Vibration

العدد

المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-9، 9ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2018-04-11

دولة النشر

مصر

عدد الصفحات

9

التخصصات الرئيسية

هندسة مدنية

الملخص 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.

نمط استشهاد جمعية علماء النفس الأمريكية (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

نمط استشهاد الجمعية الأمريكية للغات الحديثة (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

نمط استشهاد الجمعية الطبية الأمريكية (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

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1215269