Modeling magneto-rheological damper using ANFIS method

Modeling magneto-rheological damper using ANFIS method

This thesis focused on the development Modeling Magneto-Rheological damper using Adaptive Neuro-Fuzzy Inference System (ANFIS) method. Magneto-Rheological (MR) damper is a semi-active control device and has been characterized by a set of nonlinear differential equations which represent a model of th...

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Bibliographic Details
Main Author: Mohd Ridzwan, Hj Ramli
Format: Undergraduates Project Papers
Language:English
Published: 2012
Subjects:
QC Physics
Online Access:http://umpir.ump.edu.my/id/eprint/4931/
http://umpir.ump.edu.my/id/eprint/4931/
http://umpir.ump.edu.my/id/eprint/4931/1/cd7317_70.pdf
id ump-4931
recordtype eprints
spelling ump-49312015-03-03T09:22:02Z http://umpir.ump.edu.my/id/eprint/4931/ Modeling magneto-rheological damper using ANFIS method Mohd Ridzwan, Hj Ramli QC Physics This thesis focused on the development Modeling Magneto-Rheological damper using Adaptive Neuro-Fuzzy Inference System (ANFIS) method. Magneto-Rheological (MR) damper is a semi-active control device and has been characterized by a set of nonlinear differential equations which represent a model of the MR damper. By using this mathematical model, the force of the MR damper is directly solved to a given displacement and applied current. However, solving the non-linear equations describing the performance of the MR damper may be difficult or time consuming to predict a required voltage. One of the methods to model the MR damper is using (ANFIS).It is faster than the mathematical model for keeping the error small. ANFIS has been effectively applied to model complex systems because of its great training process. 2012-06 Undergraduates Project Papers NonPeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/4931/1/cd7317_70.pdf Mohd Ridzwan, Hj Ramli (2012) Modeling magneto-rheological damper using ANFIS method. Faculty of Mechanical Engineering, Universiti Malaysia Pahang. http://iportal.ump.edu.my/lib/item?id=chamo:75887&theme=UMP2
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
topic QC Physics
spellingShingle QC Physics
Mohd Ridzwan, Hj Ramli
Modeling magneto-rheological damper using ANFIS method
description This thesis focused on the development Modeling Magneto-Rheological damper using Adaptive Neuro-Fuzzy Inference System (ANFIS) method. Magneto-Rheological (MR) damper is a semi-active control device and has been characterized by a set of nonlinear differential equations which represent a model of the MR damper. By using this mathematical model, the force of the MR damper is directly solved to a given displacement and applied current. However, solving the non-linear equations describing the performance of the MR damper may be difficult or time consuming to predict a required voltage. One of the methods to model the MR damper is using (ANFIS).It is faster than the mathematical model for keeping the error small. ANFIS has been effectively applied to model complex systems because of its great training process.
format Undergraduates Project Papers
author Mohd Ridzwan, Hj Ramli
author_facet Mohd Ridzwan, Hj Ramli
author_sort Mohd Ridzwan, Hj Ramli
title Modeling magneto-rheological damper using ANFIS method
title_short Modeling magneto-rheological damper using ANFIS method
title_full Modeling magneto-rheological damper using ANFIS method
title_fullStr Modeling magneto-rheological damper using ANFIS method
title_full_unstemmed Modeling magneto-rheological damper using ANFIS method
title_sort modeling magneto-rheological damper using anfis method
publishDate 2012
url http://umpir.ump.edu.my/id/eprint/4931/
http://umpir.ump.edu.my/id/eprint/4931/
http://umpir.ump.edu.my/id/eprint/4931/1/cd7317_70.pdf
first_indexed 2023-09-18T21:59:58Z
last_indexed 2023-09-18T21:59:58Z
_version_ 1777414332119777280

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