Proposal of a parameter identification method for singledegree-of-freedom nonlinear systems using neural networks

This study investigated a time-domain method that uses a neural network (NN) to identify three linear parameters such as mass, viscous damping coefficient and spring constant, as well as nonlinear forces of a nonlinear vibration system. In this method, the measured excitation force, acceleration, ve...

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Bibliographic Details
Main Authors: Daiki TAJIRI, Kosuke NAKAJIMA, Masaki IKEDA, Shozo KAWAMURA, Masami MATSUBARA
Format: Article
Language:English
Published: The Japan Society of Mechanical Engineers 2024-11-01
Series:Mechanical Engineering Journal
Subjects:
Online Access:https://www.jstage.jst.go.jp/article/mej/11/6/11_24-00292/_pdf/-char/en