Position control for intelligent pneumatic actuator using generalized minimum variance control
Pneumatic actuators are finding increasing acceptance these days due to their low cost, ease of maintenance and moderately high power to weight ratio. A position model for IPA has been proposed by using system identification techniques resulted in a transfer function model. Generalized minimum varia...
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| Format: | Thesis |
| Language: | English |
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2014
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| Online Access: | http://eprints.utm.my/48582/1/ZalinaKamisMFKE2014.pdf |
| _version_ | 1796859349019131904 |
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| author | Kamis, Zalina |
| author_facet | Kamis, Zalina |
| author_sort | Kamis, Zalina |
| collection | ePrints |
| description | Pneumatic actuators are finding increasing acceptance these days due to their low cost, ease of maintenance and moderately high power to weight ratio. A position model for IPA has been proposed by using system identification techniques resulted in a transfer function model. Generalized minimum variance control (GMVC) is one of the commonly control algorithms that used in the pneumatic actuators area. The performance of an algorithm is obtained by combining a generalized minimum variance control with a recursive estimator for the controller parameters. In this project, an indirect self-tuning generalized minimum variance control is used to assure the system output response can track any changes in the reference set point. This project aims to design generalized minimum variance controller to control the position of the IPA. The controller will be designed using MATLAB/SIMULINK based on the proposed models. The simulations results will be compared with the other types of controller (fuzzy logic controller) simulation results in order to see the performance of the GMVC. |
| first_indexed | 2024-03-05T19:25:51Z |
| format | Thesis |
| id | utm.eprints-48582 |
| institution | Universiti Teknologi Malaysia - ePrints |
| language | English |
| last_indexed | 2024-03-05T19:25:51Z |
| publishDate | 2014 |
| record_format | dspace |
| spelling | utm.eprints-485822020-02-05T07:52:25Z http://eprints.utm.my/48582/ Position control for intelligent pneumatic actuator using generalized minimum variance control Kamis, Zalina TJ Mechanical engineering and machinery Pneumatic actuators are finding increasing acceptance these days due to their low cost, ease of maintenance and moderately high power to weight ratio. A position model for IPA has been proposed by using system identification techniques resulted in a transfer function model. Generalized minimum variance control (GMVC) is one of the commonly control algorithms that used in the pneumatic actuators area. The performance of an algorithm is obtained by combining a generalized minimum variance control with a recursive estimator for the controller parameters. In this project, an indirect self-tuning generalized minimum variance control is used to assure the system output response can track any changes in the reference set point. This project aims to design generalized minimum variance controller to control the position of the IPA. The controller will be designed using MATLAB/SIMULINK based on the proposed models. The simulations results will be compared with the other types of controller (fuzzy logic controller) simulation results in order to see the performance of the GMVC. 2014 Thesis NonPeerReviewed application/pdf en http://eprints.utm.my/48582/1/ZalinaKamisMFKE2014.pdf Kamis, Zalina (2014) Position control for intelligent pneumatic actuator using generalized minimum variance control. Masters thesis, Universiti Teknologi Malaysia, Faculty of Electrical Engineering. http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:79466?queryType=vitalDismax&query=Position+control+for+intelligent+pneumatic+actuator+using+generalized+minimum+variance+control&public=true |
| spellingShingle | TJ Mechanical engineering and machinery Kamis, Zalina Position control for intelligent pneumatic actuator using generalized minimum variance control |
| title | Position control for intelligent pneumatic actuator using generalized minimum variance control |
| title_full | Position control for intelligent pneumatic actuator using generalized minimum variance control |
| title_fullStr | Position control for intelligent pneumatic actuator using generalized minimum variance control |
| title_full_unstemmed | Position control for intelligent pneumatic actuator using generalized minimum variance control |
| title_short | Position control for intelligent pneumatic actuator using generalized minimum variance control |
| title_sort | position control for intelligent pneumatic actuator using generalized minimum variance control |
| topic | TJ Mechanical engineering and machinery |
| url | http://eprints.utm.my/48582/1/ZalinaKamisMFKE2014.pdf |
| work_keys_str_mv | AT kamiszalina positioncontrolforintelligentpneumaticactuatorusinggeneralizedminimumvariancecontrol |