Linear quadratic gaussian (LQG) controller for inverted pendulum
The inverted pendulum is a classical control problem in dynamics and control theory which is the system encounter highly nonlinear and unstable system. Basically, the design of an inverted pendulum system consist of a cart or carriage which it can move horizontally along its track, where there is dc...
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| Format: | Thesis |
| Language: | English English English |
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2013
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| Online Access: | http://eprints.uthm.edu.my/6717/1/24p%20NORHIDAYAH%20AHMAD.pdf http://eprints.uthm.edu.my/6717/2/NORHIDAYAH%20AHMAD%20COPYRIGHT%20DECLARATION.pdf http://eprints.uthm.edu.my/6717/3/NORHIDAYAH%20AHMAD%20WATERMARK.pdf |
| _version_ | 1825710240539082752 |
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| author | Ahmad, Norhidayah |
| author_facet | Ahmad, Norhidayah |
| author_sort | Ahmad, Norhidayah |
| collection | UTHM |
| description | The inverted pendulum is a classical control problem in dynamics and control theory which is the system encounter highly nonlinear and unstable system. Basically, the design of an inverted pendulum system consist of a cart or carriage which it can move horizontally along its track, where there is dc motor embedded in the cart to drive it, while on the cart, there is pendulum that mounted on it. For visualization purpose, the inverted pendulum system had similar concept when trying to balance a broomstick with hand. Since inverted pendulum is unstable system, the controller was introduced. Linear Quadratic Gaussian (LQG) is combination of multivariate function such as Linear Quadratic Regulator (LQR) and Kalman Filter. Linear Quadratic Gaussian (LQG) is developed as an optimal and effective controller that will be used to place cart at desired position and at the same time to make sure the pendulum is always erected in its inverted position during movement of cart. The simulation study was stimulated by using MATLAB and Simulink software. As conclusion, through simulation the inverted pendulum can be stabilized by the LQG controller. |
| first_indexed | 2024-03-05T21:54:37Z |
| format | Thesis |
| id | uthm.eprints-6717 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | English English English |
| last_indexed | 2024-03-05T21:54:37Z |
| publishDate | 2013 |
| record_format | dspace |
| spelling | uthm.eprints-67172022-03-14T02:14:40Z http://eprints.uthm.edu.my/6717/ Linear quadratic gaussian (LQG) controller for inverted pendulum Ahmad, Norhidayah TJ Mechanical engineering and machinery TJ212-225 Control engineering systems. Automatic machinery (General) The inverted pendulum is a classical control problem in dynamics and control theory which is the system encounter highly nonlinear and unstable system. Basically, the design of an inverted pendulum system consist of a cart or carriage which it can move horizontally along its track, where there is dc motor embedded in the cart to drive it, while on the cart, there is pendulum that mounted on it. For visualization purpose, the inverted pendulum system had similar concept when trying to balance a broomstick with hand. Since inverted pendulum is unstable system, the controller was introduced. Linear Quadratic Gaussian (LQG) is combination of multivariate function such as Linear Quadratic Regulator (LQR) and Kalman Filter. Linear Quadratic Gaussian (LQG) is developed as an optimal and effective controller that will be used to place cart at desired position and at the same time to make sure the pendulum is always erected in its inverted position during movement of cart. The simulation study was stimulated by using MATLAB and Simulink software. As conclusion, through simulation the inverted pendulum can be stabilized by the LQG controller. 2013-06 Thesis NonPeerReviewed text en http://eprints.uthm.edu.my/6717/1/24p%20NORHIDAYAH%20AHMAD.pdf text en http://eprints.uthm.edu.my/6717/2/NORHIDAYAH%20AHMAD%20COPYRIGHT%20DECLARATION.pdf text en http://eprints.uthm.edu.my/6717/3/NORHIDAYAH%20AHMAD%20WATERMARK.pdf Ahmad, Norhidayah (2013) Linear quadratic gaussian (LQG) controller for inverted pendulum. Masters thesis, Universiti Tun Hussein Malaysia. |
| spellingShingle | TJ Mechanical engineering and machinery TJ212-225 Control engineering systems. Automatic machinery (General) Ahmad, Norhidayah Linear quadratic gaussian (LQG) controller for inverted pendulum |
| title | Linear quadratic gaussian (LQG) controller for inverted pendulum |
| title_full | Linear quadratic gaussian (LQG) controller for inverted pendulum |
| title_fullStr | Linear quadratic gaussian (LQG) controller for inverted pendulum |
| title_full_unstemmed | Linear quadratic gaussian (LQG) controller for inverted pendulum |
| title_short | Linear quadratic gaussian (LQG) controller for inverted pendulum |
| title_sort | linear quadratic gaussian lqg controller for inverted pendulum |
| topic | TJ Mechanical engineering and machinery TJ212-225 Control engineering systems. Automatic machinery (General) |
| url | http://eprints.uthm.edu.my/6717/1/24p%20NORHIDAYAH%20AHMAD.pdf http://eprints.uthm.edu.my/6717/2/NORHIDAYAH%20AHMAD%20COPYRIGHT%20DECLARATION.pdf http://eprints.uthm.edu.my/6717/3/NORHIDAYAH%20AHMAD%20WATERMARK.pdf |
| work_keys_str_mv | AT ahmadnorhidayah linearquadraticgaussianlqgcontrollerforinvertedpendulum |