Controlador predictivo de nivel para un sistema hidráulico de tres tanques acoplados sujetos a retardos de tiempo
Predictive control is one of the many control techniques that allows prediction in the behavior of a system. The present work will carry out a modeling of three tanks to implement a model-based predictive controller using the Matlab® MPC Tollbox. The project carried out four phases starting with the...
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| Main Authors: | , |
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| Format: | Trabajo de grado (Pregrado y/o Especialización) |
| Language: | spa |
| Published: |
Universidad Antonio Nariño
2023
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| Online Access: | http://repositorio.uan.edu.co/handle/123456789/7636 |
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| Summary: | Predictive control is one of the many control techniques that allows prediction in the
behavior of a system. The present work will carry out a modeling of three tanks to
implement a model-based predictive controller using the Matlab® MPC Tollbox. The project
carried out four phases starting with the modeling of the storage system which includes the
elements for filling and emptying the tank. The second step is to design the MPC controller
with delay times in mind. As a third phase, the storage system was simulated by introducing
variables that allow us to validate the dynamic behavior of the system. Finally, the graphical
interface that allows us to observe and manipulate the simulation in real time was executed.
As a result, for a plant with three coupled tanks, the non-linear model that characterizes
the dynamic response of the process was obtained, obtaining a model where the flow of
the main valve is taken as the input variable and the level of the third tank as the output
variable. On the other hand, the predictive control presents better performance values than
the PID controller, both with very close settling times. |
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