Supervised probabilistic failure prediction of tuned mass damper-equipped high steel frames using machine learning methods

Supervised probabilistic failure prediction of tuned mass damper-equipped high steel frames using machine learning methods

In this study, firstly, the behavior of a high steel frame equipped with tuned mass damper (TMD) due to several seismic records is investigated considering the structural and seismic uncertainties. Then, machine learning methods including artificial neural networks (ANN), decision tree (DT), Naïve B...

Full description

Bibliographic Details
Main Authors: Farrokhi Farshid, Rahimi Sepideh
Format: Article
Language:English
Published: Sciendo 2020-09-01
Series:Studia Geotechnica et Mechanica
Subjects:
failure analysis
supervised machine learning
feature selection
tuned mass damper
Online Access:https://doi.org/10.2478/sgem-2019-0043

Internet

https://doi.org/10.2478/sgem-2019-0043

Similar Items