Machine Learning-Aided Prediction of Post-Fire Shear Resistance Reduction of Q690 HSS Plate Girders

Machine Learning-Aided Prediction of Post-Fire Shear Resistance Reduction of Q690 HSS Plate Girders

Fire has significant effects on the residual resistance of steel structures. It is necessary to accurately clarify its effects on Q690 HSS plate girders, which have been widely used. In this paper, the ultimate resistance and effective service resistance of Q690 HSS plate girders after a fire are ob...

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Bibliographic Details
Main Authors: Guiwen Liu, Jie Liu, Neng Wang, Xuanyi Xue, Youjia Tan
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Buildings
Subjects:
artificial neural network
high-strength steel
plate girder
post-fire
machine learning
support vector regression
Online Access:https://www.mdpi.com/2075-5309/12/9/1481

Internet

https://www.mdpi.com/2075-5309/12/9/1481

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