Ant colony optimization for controller and sensor-actuator location in active vibration control
Most of engineering structures are made of simple beams and plates, and these types of structures are easily influenced and excited by external vibration. Piezoelectric material has been a popular choice of sensor and actuator to attenuate vibration actively in flexible structures and numerous techn...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2013
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/34275/1/C-2013-ICMTSET2013Dubai-Active_control_using_ACO.pdf |
| _version_ | 1825647753939648512 |
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| author | Md Nor, Khairul Affendy Abdul Muthalif, Asan Gani Wahid, Azni N. |
| author_facet | Md Nor, Khairul Affendy Abdul Muthalif, Asan Gani Wahid, Azni N. |
| author_sort | Md Nor, Khairul Affendy |
| collection | IIUM |
| description | Most of engineering structures are made of simple beams and plates, and these types of structures are easily influenced and excited by external vibration. Piezoelectric material has been a popular choice of sensor and actuator to attenuate vibration actively in flexible structures and numerous techniques of optimal control and actuator placement had been proposed. The main focus of this paper is to find the optimal location of the collocated sensor-actuator and controller gains to actively control vibration, using a swarm intelligent algorithm called Ant Colony Optimization (ACO) and verified with Genetic Algorithm (GA). A benchmark model of a simply supported plate with attached piezoelectric patches is taken to demonstrate this study. Analytical model of the simply supported plate with piezoelectric patches is derived using thin plate theory. |
| first_indexed | 2024-03-05T23:22:16Z |
| format | Proceeding Paper |
| id | oai:generic.eprints.org:34275 |
| institution | International Islamic University Malaysia |
| language | English |
| last_indexed | 2024-03-05T23:22:16Z |
| publishDate | 2013 |
| record_format | dspace |
| spelling | oai:generic.eprints.org:342752014-01-15T08:32:58Z http://irep.iium.edu.my/34275/ Ant colony optimization for controller and sensor-actuator location in active vibration control Md Nor, Khairul Affendy Abdul Muthalif, Asan Gani Wahid, Azni N. TJ Mechanical engineering and machinery TJ212 Control engineering Most of engineering structures are made of simple beams and plates, and these types of structures are easily influenced and excited by external vibration. Piezoelectric material has been a popular choice of sensor and actuator to attenuate vibration actively in flexible structures and numerous techniques of optimal control and actuator placement had been proposed. The main focus of this paper is to find the optimal location of the collocated sensor-actuator and controller gains to actively control vibration, using a swarm intelligent algorithm called Ant Colony Optimization (ACO) and verified with Genetic Algorithm (GA). A benchmark model of a simply supported plate with attached piezoelectric patches is taken to demonstrate this study. Analytical model of the simply supported plate with piezoelectric patches is derived using thin plate theory. 2013-09-25 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/34275/1/C-2013-ICMTSET2013Dubai-Active_control_using_ACO.pdf Md Nor, Khairul Affendy and Abdul Muthalif, Asan Gani and Wahid, Azni N. (2013) Ant colony optimization for controller and sensor-actuator location in active vibration control. In: International Conference on Modern Trends in Science, Engineering and Technology 2013 (ICMTSET 2013), 25-26 Sept 2013 , Dubai , UAE. http://icmtset.com/ |
| spellingShingle | TJ Mechanical engineering and machinery TJ212 Control engineering Md Nor, Khairul Affendy Abdul Muthalif, Asan Gani Wahid, 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 | TJ Mechanical engineering and machinery TJ212 Control engineering |
| url | http://irep.iium.edu.my/34275/1/C-2013-ICMTSET2013Dubai-Active_control_using_ACO.pdf |
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