Virtual Training Module for the Extraction of Essential Oils using a Distillation column.
The present project considers the development of a training system for a distillation column used for essential oil extraction processes based on the Hardware-in-the-Loop technique. The mathematical model is of the multivariable MIMO type obtained through the heuristic method considering the perturb...
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| Format: | masterThesis |
| Sprog: | eng |
| Udgivet: |
2023
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| Online adgang: | http://repositorio.espe.edu.ec/handle/21000/35181 |
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| _version_ | 1857769797417172992 |
|---|---|
| author | Benalcázar Arroba, Carmen Laura |
| author2 | Chacón Quistan, Byron Eduardo |
| author2_role | author |
| author_facet | Benalcázar Arroba, Carmen Laura Chacón Quistan, Byron Eduardo |
| author_role | author |
| collection | Repositorio Universidad de las Fuerzas Armadas |
| dc.contributor.none.fl_str_mv | Andaluz Ortiz, Víctor Hugo |
| dc.creator.none.fl_str_mv | Benalcázar Arroba, Carmen Laura Chacón Quistan, Byron Eduardo |
| dc.date.none.fl_str_mv | 2023-02-01T22:21:40Z 2023-02-01T22:21:40Z 2023-01-23 |
| dc.format.none.fl_str_mv | application/pdf application/pdf |
| dc.identifier.none.fl_str_mv | Benalcázar Arroba, Carmen Laura. Chacón Quistan, Byron Eduardo (2023). Virtual Training Module for the Extraction of Essential Oils using a Distillation column. Maestría en Electrónica y Automatización Mención Redes Industriales. Universidad de las Fuerzas Armadas ESPE. Extensión Latacunga. MEI-0042 http://repositorio.espe.edu.ec/handle/21000/35181 |
| dc.language.none.fl_str_mv | eng |
| dc.publisher.none.fl_str_mv | Universidad de las Fuerzas Armadas ESPE. Maestría en Electrónica y Automatización Mención Redes Industriales. |
| dc.rights.none.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.source.none.fl_str_mv | reponame:Repositorio Universidad de las Fuerzas Armadas instname:Universidad de las Fuerzas Armadas instacron:ESPE |
| dc.subject.none.fl_str_mv | SISTEMAS DE ENTRENAMIENTO HARDWARE-IN-THE-LOOP COLUMNA DE DESTILACIÓN ALGORITMO DE CONTROL INTERFAZ HMI |
| dc.title.none.fl_str_mv | Virtual Training Module for the Extraction of Essential Oils using a Distillation column. |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/masterThesis |
| description | The present project considers the development of a training system for a distillation column used for essential oil extraction processes based on the Hardware-in-the-Loop technique. The mathematical model is of the multivariable MIMO type obtained through the heuristic method considering the perturbations. According to the mathematical model obtained from the plant, it is implemented advanced nonlinear control algorithms that consider PID, FUZZY and MPC tech niques. This allows the performance of the proposed controllers to be analyzed by means of the response time. With this information, the stability and robustness of the implemented algorithms are analyzed to evaluate the response of each process and possible errors. The system has an interactive and immersive virtual environ ment through a 3D graphic engine (Unity). The communication is bilateral in real time so that the process can be controlled and monitored. The implemented HMI interface is multifunctional as it can simulate the process in case the real plant is not available. The mathematical model resides in the virtual environment and the control is realized directly from MATLAB; with the real process, it would work as a graphical interface that allows showing the obtained results from the hardware. |
| eu_rights_str_mv | openAccess |
| format | masterThesis |
| id | ESPE_dff2ad2cd2c19170db16f2b107c52155 |
| identifier_str_mv | Benalcázar Arroba, Carmen Laura. Chacón Quistan, Byron Eduardo (2023). Virtual Training Module for the Extraction of Essential Oils using a Distillation column. Maestría en Electrónica y Automatización Mención Redes Industriales. Universidad de las Fuerzas Armadas ESPE. Extensión Latacunga. MEI-0042 |
| instacron_str | ESPE |
| institution | ESPE |
| instname_str | Universidad de las Fuerzas Armadas |
| language | eng |
| network_acronym_str | ESPE |
| network_name_str | Repositorio Universidad de las Fuerzas Armadas |
| oai_identifier_str | oai:repositorio.espe.edu.ec:21000/35181 |
| publishDate | 2023 |
| publisher.none.fl_str_mv | Universidad de las Fuerzas Armadas ESPE. Maestría en Electrónica y Automatización Mención Redes Industriales. |
| reponame_str | Repositorio Universidad de las Fuerzas Armadas |
| repository.mail.fl_str_mv | . |
| repository.name.fl_str_mv | Repositorio Universidad de las Fuerzas Armadas - Universidad de las Fuerzas Armadas |
| repository_id_str | 2042 |
| spelling | Virtual Training Module for the Extraction of Essential Oils using a Distillation column.Benalcázar Arroba, Carmen LauraChacón Quistan, Byron EduardoSISTEMAS DE ENTRENAMIENTOHARDWARE-IN-THE-LOOPCOLUMNA DE DESTILACIÓNALGORITMO DE CONTROLINTERFAZ HMIThe present project considers the development of a training system for a distillation column used for essential oil extraction processes based on the Hardware-in-the-Loop technique. The mathematical model is of the multivariable MIMO type obtained through the heuristic method considering the perturbations. According to the mathematical model obtained from the plant, it is implemented advanced nonlinear control algorithms that consider PID, FUZZY and MPC tech niques. This allows the performance of the proposed controllers to be analyzed by means of the response time. With this information, the stability and robustness of the implemented algorithms are analyzed to evaluate the response of each process and possible errors. The system has an interactive and immersive virtual environ ment through a 3D graphic engine (Unity). The communication is bilateral in real time so that the process can be controlled and monitored. The implemented HMI interface is multifunctional as it can simulate the process in case the real plant is not available. The mathematical model resides in the virtual environment and the control is realized directly from MATLAB; with the real process, it would work as a graphical interface that allows showing the obtained results from the hardware.ESPELUniversidad de las Fuerzas Armadas ESPE. Maestría en Electrónica y Automatización Mención Redes Industriales.Andaluz Ortiz, Víctor Hugo2023-02-01T22:21:40Z2023-02-01T22:21:40Z2023-01-23info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfapplication/pdfBenalcázar Arroba, Carmen Laura. Chacón Quistan, Byron Eduardo (2023). Virtual Training Module for the Extraction of Essential Oils using a Distillation column. Maestría en Electrónica y Automatización Mención Redes Industriales. Universidad de las Fuerzas Armadas ESPE. Extensión Latacunga.MEI-0042http://repositorio.espe.edu.ec/handle/21000/35181enginfo:eu-repo/semantics/openAccessreponame:Repositorio Universidad de las Fuerzas Armadasinstname:Universidad de las Fuerzas Armadasinstacron:ESPE2024-07-27T08:53:27Zoai:repositorio.espe.edu.ec:21000/35181Institucionalhttps://repositorio.espe.edu.ec/Universidad públicahttps://www.espe.edu.ec/https://repositorio.espe.edu.ec/oai.Ecuador...opendoar:20422026-02-19T18:50:29.226893Repositorio Universidad de las Fuerzas Armadas - Universidad de las Fuerzas Armadastrue |
| spellingShingle | Virtual Training Module for the Extraction of Essential Oils using a Distillation column. Benalcázar Arroba, Carmen Laura SISTEMAS DE ENTRENAMIENTO HARDWARE-IN-THE-LOOP COLUMNA DE DESTILACIÓN ALGORITMO DE CONTROL INTERFAZ HMI |
| status_str | publishedVersion |
| title | Virtual Training Module for the Extraction of Essential Oils using a Distillation column. |
| title_full | Virtual Training Module for the Extraction of Essential Oils using a Distillation column. |
| title_fullStr | Virtual Training Module for the Extraction of Essential Oils using a Distillation column. |
| title_full_unstemmed | Virtual Training Module for the Extraction of Essential Oils using a Distillation column. |
| title_short | Virtual Training Module for the Extraction of Essential Oils using a Distillation column. |
| title_sort | Virtual Training Module for the Extraction of Essential Oils using a Distillation column. |
| topic | SISTEMAS DE ENTRENAMIENTO HARDWARE-IN-THE-LOOP COLUMNA DE DESTILACIÓN ALGORITMO DE CONTROL INTERFAZ HMI |
| url | http://repositorio.espe.edu.ec/handle/21000/35181 |