Bouc-Wen hysteresis parameter optimization for magnetorheological damper using Cuckoo search algorithm

This paper proposed an optimized Phenomenological Bouc-Wen model for MR damper. Cuckoo search algorithm is used to optimize the parameters in phenomenological Bouc-Wen model. These parameters mainly control the hysteresis loop shape of the model. The objective function returns root mean square error...

Full description

Saved in:
Bibliographic Details
Main Authors: Rosmazi, Rosli, Zamri, Mohamed, G., Priyandoko, M. F. F., Ab Rashid
Format: Conference or Workshop Item
Language:English
Published: AIP Publishing 2020
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/27901/1/Bouc-Wen%20hysteresis%20parameter%20optimization%20for%20magnetorheological%20damper%20.pdf
http://umpir.ump.edu.my/id/eprint/27901/
https://doi.org/10.1063/5.0027238
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Universiti Malaysia Pahang
Language: English
id my.ump.umpir.27901
record_format eprints
spelling my.ump.umpir.279012021-01-18T07:48:58Z http://umpir.ump.edu.my/id/eprint/27901/ Bouc-Wen hysteresis parameter optimization for magnetorheological damper using Cuckoo search algorithm Rosmazi, Rosli Zamri, Mohamed G., Priyandoko M. F. F., Ab Rashid QA76 Computer software QC Physics TL Motor vehicles. Aeronautics. Astronautics This paper proposed an optimized Phenomenological Bouc-Wen model for MR damper. Cuckoo search algorithm is used to optimize the parameters in phenomenological Bouc-Wen model. These parameters mainly control the hysteresis loop shape of the model. The objective function returns root mean square error, RMSE between the optimized phenomenological Bouc-Wen model and real experimental data of an MR damper. The optimizing efficiency of the proposed CS algorithm evaluated by computing the final value of the fitness function and the iteration numbers it takes to converge. AIP Publishing 2020-10-20 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/27901/1/Bouc-Wen%20hysteresis%20parameter%20optimization%20for%20magnetorheological%20damper%20.pdf Rosmazi, Rosli and Zamri, Mohamed and G., Priyandoko and M. F. F., Ab Rashid (2020) Bouc-Wen hysteresis parameter optimization for magnetorheological damper using Cuckoo search algorithm. In: AIP Conference Proceedings: 4th International Conference on the Science and Engineering of Materials (ICoSEM 2019), 26-28 August 2019 , Kuala Lumpur, Malaysia. pp. 1-2., 2284 (020016). ISSN 0094-243X ISBN 9780735440142 https://doi.org/10.1063/5.0027238
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic QA76 Computer software
QC Physics
TL Motor vehicles. Aeronautics. Astronautics
spellingShingle QA76 Computer software
QC Physics
TL Motor vehicles. Aeronautics. Astronautics
Rosmazi, Rosli
Zamri, Mohamed
G., Priyandoko
M. F. F., Ab Rashid
Bouc-Wen hysteresis parameter optimization for magnetorheological damper using Cuckoo search algorithm
description This paper proposed an optimized Phenomenological Bouc-Wen model for MR damper. Cuckoo search algorithm is used to optimize the parameters in phenomenological Bouc-Wen model. These parameters mainly control the hysteresis loop shape of the model. The objective function returns root mean square error, RMSE between the optimized phenomenological Bouc-Wen model and real experimental data of an MR damper. The optimizing efficiency of the proposed CS algorithm evaluated by computing the final value of the fitness function and the iteration numbers it takes to converge.
format Conference or Workshop Item
author Rosmazi, Rosli
Zamri, Mohamed
G., Priyandoko
M. F. F., Ab Rashid
author_facet Rosmazi, Rosli
Zamri, Mohamed
G., Priyandoko
M. F. F., Ab Rashid
author_sort Rosmazi, Rosli
title Bouc-Wen hysteresis parameter optimization for magnetorheological damper using Cuckoo search algorithm
title_short Bouc-Wen hysteresis parameter optimization for magnetorheological damper using Cuckoo search algorithm
title_full Bouc-Wen hysteresis parameter optimization for magnetorheological damper using Cuckoo search algorithm
title_fullStr Bouc-Wen hysteresis parameter optimization for magnetorheological damper using Cuckoo search algorithm
title_full_unstemmed Bouc-Wen hysteresis parameter optimization for magnetorheological damper using Cuckoo search algorithm
title_sort bouc-wen hysteresis parameter optimization for magnetorheological damper using cuckoo search algorithm
publisher AIP Publishing
publishDate 2020
url http://umpir.ump.edu.my/id/eprint/27901/1/Bouc-Wen%20hysteresis%20parameter%20optimization%20for%20magnetorheological%20damper%20.pdf
http://umpir.ump.edu.my/id/eprint/27901/
https://doi.org/10.1063/5.0027238
_version_ 1690371129809567744