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System identification of magneto-rheological damper using group method of data handling (GMDH)
, Shanableh T., Kheil Y.A.
Published in IEEE
2009
Abstract
In this paper Group Method of Data Handling (GMDH) technique is implemented and applied to the system identification problem of a Magneto-Rheological (MR) damper. GMDH networks are used to approximate the forward and inverse dynamic behaviors of a MR damper. The difficulty of this identification problem stems from the inherent hysteretic and highly nonlinear dynamics of MR dampers. The GMDH-based solution exhibits comparable identification accuracy in both the forward and inverse models as compared to state-of-the-art more computationally extensive solutions. © 2009 IEEE.
About the journal
JournalData powered by Typeset2009 6th International Symposium on Mechatronics and its Applications
PublisherData powered by TypesetIEEE
Open AccessNo