Artificial immune network model based controller for vibration suppression of flexible structures
This paper presents a model based controller with immune inspired algorithm to suppress flexible plate vibration. Artificial immune network (AiNet) algorithm with real-valued random initialisation of antibodies is considered to optimise the system model for use in active vibration controller develop...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2010
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/6907/ http://irep.iium.edu.my/6907/1/Siti_CEC2010_2.pdf |
| _version_ | 1848776750362787840 |
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| author | Md. Salleh, Salihatun Tokhi, M. Osman Toha, Siti Fauziah |
| author_facet | Md. Salleh, Salihatun Tokhi, M. Osman Toha, Siti Fauziah |
| author_sort | Md. Salleh, Salihatun |
| building | IIUM Repository |
| collection | Online Access |
| description | This paper presents a model based controller with immune inspired algorithm to suppress flexible plate vibration. Artificial immune network (AiNet) algorithm with real-valued random initialisation of antibodies is considered to optimise the system model for use in active vibration controller development in a single-input and multi-output (SIMO) configuration. The AiNet model based controller thus developed shows the capability of the approach with relatively better accuracy in comparison to using real-coded genetic algorithm. The simulation results also reveal improvement in vibration reduction and less computational time. |
| first_indexed | 2025-11-14T14:35:03Z |
| format | Proceeding Paper |
| id | iium-6907 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T14:35:03Z |
| publishDate | 2010 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-69072012-10-02T00:03:18Z http://irep.iium.edu.my/6907/ Artificial immune network model based controller for vibration suppression of flexible structures Md. Salleh, Salihatun Tokhi, M. Osman Toha, Siti Fauziah TJ181 Mechanical movements This paper presents a model based controller with immune inspired algorithm to suppress flexible plate vibration. Artificial immune network (AiNet) algorithm with real-valued random initialisation of antibodies is considered to optimise the system model for use in active vibration controller development in a single-input and multi-output (SIMO) configuration. The AiNet model based controller thus developed shows the capability of the approach with relatively better accuracy in comparison to using real-coded genetic algorithm. The simulation results also reveal improvement in vibration reduction and less computational time. 2010-09-27 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/6907/1/Siti_CEC2010_2.pdf Md. Salleh, Salihatun and Tokhi, M. Osman and Toha, Siti Fauziah (2010) Artificial immune network model based controller for vibration suppression of flexible structures. In: IEEE World Congress on Computational Intelligence (WCCI 2010), 18-23 July 2010, Barcelona. Spain. http://dx.doi.org/10.1109/CEC.2010.5586371 doi:10.1109/CEC.2010.5586371 |
| spellingShingle | TJ181 Mechanical movements Md. Salleh, Salihatun Tokhi, M. Osman Toha, Siti Fauziah Artificial immune network model based controller for vibration suppression of flexible structures |
| title | Artificial immune network model based controller for vibration suppression of flexible structures |
| title_full | Artificial immune network model based controller for vibration suppression of flexible structures |
| title_fullStr | Artificial immune network model based controller for vibration suppression of flexible structures |
| title_full_unstemmed | Artificial immune network model based controller for vibration suppression of flexible structures |
| title_short | Artificial immune network model based controller for vibration suppression of flexible structures |
| title_sort | artificial immune network model based controller for vibration suppression of flexible structures |
| topic | TJ181 Mechanical movements |
| url | http://irep.iium.edu.my/6907/ http://irep.iium.edu.my/6907/ http://irep.iium.edu.my/6907/ http://irep.iium.edu.my/6907/1/Siti_CEC2010_2.pdf |