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...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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AIP Publishing
2020
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/27901/1/Bouc-Wen%20hysteresis%20parameter%20optimization%20for%20magnetorheological%20damper%20.pdf |
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| 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 |
| collection | UMP |
| 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. |
| first_indexed | 2024-03-06T12:41:17Z |
| format | Conference or Workshop Item |
| id | UMPir27901 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:41:17Z |
| publishDate | 2020 |
| publisher | AIP Publishing |
| record_format | dspace |
| spelling | UMPir279012021-01-18T07:48:58Z 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 (Published) https://doi.org/10.1063/5.0027238 |
| 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 |
| title | 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_short | 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 |
| topic | QA76 Computer software QC Physics TL Motor vehicles. Aeronautics. Astronautics |
| url | http://umpir.ump.edu.my/id/eprint/27901/1/Bouc-Wen%20hysteresis%20parameter%20optimization%20for%20magnetorheological%20damper%20.pdf |
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