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http://repositorio.espe.edu.ec/handle/21000/31001
Titel: | Implementation of PID and MPC controllers for a quadruple tank process in a 3D virtual system, using the hardware in the loop technique. |
Director(es): | Pruna Panchi, Edwin Patricio |
Autor(en): | Amaguaña Simbaña, Jonathan Fernando Sánchez Quevedo, Milton Joel |
Stichwörter: | PROCESO DE TANQUE CUÁDRUPLE MPC HIL PLC MATLAB UNITY 3D SCL PID |
Erscheinungsdatum: | 6-Jul-2022 |
Herausgeber: | Universidad de las Fuerzas Armadas ESPE. Extensión Latacunga. Carrera de Ingeniería en Electrónica e Instrumentación. |
Zitierform: | Amaguaña Simbaña, Jonathan Fernando. Sánchez Quevedo, Milton Joel (2022). Implementation of PID and MPC controllers for a quadruple tank process in a 3D virtual system, using the hardware in the loop technique. Carrera de Ingeniería Electrónica e Instrumentación. Departamento de Eléctrica y Electrónica. Universidad de las Fuerzas Armadas ESPE. Extensión Latacunga. |
Zusammenfassung: | In this article, the design of an advanced MPC controller and a PID control have been proposed and implemented in a programmable logic controller (PLC) for a quadruple process of tanks, developing a comparison between the 2 controllers. The design of the controllers is carried out from the initial conditions of the process, the same conditions that must have an opening value of the valves between 60% - 80% to have interaction between the 4 interconnected tanks, the PID controllers were developed in Tia Portal V16 by means of programming in Ladder language using PID blocks for process control, while the MPC controller was designed using structured language SCL exported from Matlab-Simulink to Tia portal V16. The industrial process was virtualized in a unity 3D graphic engine, using the hardware in the loop technique and the Profinet protocol as well, it was possible to establish communication between the virtualized plant and the PLC. Finally, different tests were developed between the controllers, allowing to show that the MPC controller presents an optimal settling time and better compensation before disturbances. |
URI: | http://repositorio.espe.edu.ec/handle/21000/31001 |
Enthalten in den Sammlungen: | Artículos Académicos - Carrera de Ingeniería Electrónica e Instrumentación (ESPEL) |
Dateien zu dieser Ressource:
Datei | Beschreibung | Größe | Format | |
---|---|---|---|---|
AA-ESPEL-ENI-0484.pdf | ARTÍCULO ACADÉMICO | 1,26 MB | Adobe PDF | Öffnen/Anzeigen |
ESPEL-ENI-0484-P.pdf | PRESENTACIÓN | 3,03 MB | Adobe PDF | Öffnen/Anzeigen |
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