ANT colony optimization for controller and sensor-actuator location in active vibration control
Developing light weight yet stronger and more flexible panels in aircraft structure to withstand from failure due to vibration has been the interest of many researchers nowadays. Piezoelectric material has been the popular choice to attenuate vibration actively and numerous techniques of optimal con...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Multi-Science Publishing Company
2013
|
| Subjects: | |
| Online Access: | http://irep.iium.edu.my/34272/1/J-2014-JLFNVAC-ANT_colony_optimization_for_controller_and_sensor-actuator.pdf |
| _version_ | 1825647753313648640 |
|---|---|
| author | Md Nor, Khairul affendy Abdul Muthalif, Asan Gani Walid, Azni N. |
| author_facet | Md Nor, Khairul affendy Abdul Muthalif, Asan Gani Walid, Azni N. |
| author_sort | Md Nor, Khairul affendy |
| collection | IIUM |
| description | Developing light weight yet stronger and more flexible panels in aircraft structure to withstand from failure due to vibration has been the interest of many researchers nowadays. Piezoelectric material has been the popular choice to attenuate vibration actively and numerous techniques of optimal control and actuator placement have been proposed. This paper discusses on active vibration control of a simply supported thin plate excited and actuated by piezoelectric patches. Mathematical model of the simply supported plate with piezoelectric patches is derived using Euler-Bernoulli model. The main focus is to find the optimal location of the collocated sensor-actuator and controller gains using a swarm intelligent algorithm called Ant Colony Optimization (ACO) which later verified with Genetic Algorithm (GA). A simply supported plate is taken as a benchmark model to perform simulation study. |
| first_indexed | 2024-03-05T23:22:15Z |
| format | Article |
| id | oai:generic.eprints.org:34272 |
| institution | International Islamic University Malaysia |
| language | English |
| last_indexed | 2024-03-05T23:22:15Z |
| publishDate | 2013 |
| publisher | Multi-Science Publishing Company |
| record_format | dspace |
| spelling | oai:generic.eprints.org:342722014-04-16T09:26:04Z http://irep.iium.edu.my/34272/ ANT colony optimization for controller and sensor-actuator location in active vibration control Md Nor, Khairul affendy Abdul Muthalif, Asan Gani Walid, Azni N. TA168 Systems engineering TJ Mechanical engineering and machinery Developing light weight yet stronger and more flexible panels in aircraft structure to withstand from failure due to vibration has been the interest of many researchers nowadays. Piezoelectric material has been the popular choice to attenuate vibration actively and numerous techniques of optimal control and actuator placement have been proposed. This paper discusses on active vibration control of a simply supported thin plate excited and actuated by piezoelectric patches. Mathematical model of the simply supported plate with piezoelectric patches is derived using Euler-Bernoulli model. The main focus is to find the optimal location of the collocated sensor-actuator and controller gains using a swarm intelligent algorithm called Ant Colony Optimization (ACO) which later verified with Genetic Algorithm (GA). A simply supported plate is taken as a benchmark model to perform simulation study. Multi-Science Publishing Company 2013-12-04 Article PeerReviewed application/pdf en http://irep.iium.edu.my/34272/1/J-2014-JLFNVAC-ANT_colony_optimization_for_controller_and_sensor-actuator.pdf Md Nor, Khairul affendy and Abdul Muthalif, Asan Gani and Walid, Azni N. (2013) ANT colony optimization for controller and sensor-actuator location in active vibration control. Journal of Low Frequency Noise, Vibration and Active Control, 32 (4). pp. 293-308. ISSN 0263-0923 http://www.multi-science.co.uk/lowfreq.htm |
| spellingShingle | TA168 Systems engineering TJ Mechanical engineering and machinery Md Nor, Khairul affendy Abdul Muthalif, Asan Gani Walid, Azni N. ANT colony optimization for controller and sensor-actuator location in active vibration control |
| title | ANT colony optimization for controller and sensor-actuator location in active vibration control |
| title_full | ANT colony optimization for controller and sensor-actuator location in active vibration control |
| title_fullStr | ANT colony optimization for controller and sensor-actuator location in active vibration control |
| title_full_unstemmed | ANT colony optimization for controller and sensor-actuator location in active vibration control |
| title_short | ANT colony optimization for controller and sensor-actuator location in active vibration control |
| title_sort | ant colony optimization for controller and sensor actuator location in active vibration control |
| topic | TA168 Systems engineering TJ Mechanical engineering and machinery |
| url | http://irep.iium.edu.my/34272/1/J-2014-JLFNVAC-ANT_colony_optimization_for_controller_and_sensor-actuator.pdf |
| work_keys_str_mv | AT mdnorkhairulaffendy antcolonyoptimizationforcontrollerandsensoractuatorlocationinactivevibrationcontrol AT abdulmuthalifasangani antcolonyoptimizationforcontrollerandsensoractuatorlocationinactivevibrationcontrol AT walidaznin antcolonyoptimizationforcontrollerandsensoractuatorlocationinactivevibrationcontrol |