Publicación:
IDENTIFICATION OF A REDUCED ORDER MODEL FOR GREENHOUSE CONTROL BASED ON CFD MODEL RESULTS AND EXPERIMENTAL VALIDATION

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dc.creatorDANILO IGNACIO PASTRANA MENDOZA
dc.creatorANGEL ERNESTO RUBIO RODRIGUEZ
dc.creatorFABIÁN GONZALO PIERART VÁSQUEZ
dc.date2023
dc.date.accessioned2025-01-10T15:35:56Z
dc.date.available2025-01-10T15:35:56Z
dc.date.issued2023
dc.description.abstractTHE USE OF NUMERICAL MODELS IN THE AGRICULTURAL INDUSTRY IS BECOMING MORE COMMON TO SOLVE DIFFERENT ISSUES, FOR EXAMPLE DESIGN OPTIMIZATION OR MODEL BASED CONTROL DESIGN. NEVERTHELESS, SUCH NUMERICAL MODELS ARE COMPUTATIONALLY EXPENSIVE AND IMPRACTICAL FOR CONTROL DESIGN. THIS WORK SHOWS A METHODOLOGY FOR OBTAINING A REDUCED ORDER MODEL THAT PREDICTS THE THERMAL BEHAVIOR OF A GREENHOUSE, IN ORDER TO DESIGN CONTROL SYSTEMS TO REGULATE THE BEHAVIOR OF THE INTERNAL MICROCLIMATE OF GREENHOUSES. THIS MODEL IS OBTAINED THROUGH SYSTEM IDENTIFICATION APPLIED TO THE DATA OBTAINED FROM A NUMERICAL GREENHOUSE (NG), MODELLED USING COMPUTATIONAL FLUID DYNAMICS (CFD) THROUGH ANSYS FLUENT 2019R3 SOFTWARE. THE CFD MODEL IS EXPERIMENTALLY VALIDATED BY COMPARING THE TEMPERATURE DISTRIBUTION INSIDE THE GREENHOUSE WHEN TURNING ON AND OFF A SET OF FANS, OBTAINING A 1.28% ROOT MEAN SQUARE ERROR. SUBSEQUENTLY, NUMERICAL SIMULATIONS OF TURNING ON AND OFF OF FANS ARE CARRIED OUT TO OBTAIN TEMPERATURE DATA AND TO OBTAIN A MODEL THAT RELATES THE ON TIME WITH THE AVERAGE TEMPERATURE INSIDE THE GREENHOUSE. DIFFERENT STRUCTURES WERE USED IN THE IDENT TOOL OF MATLAB, WHERE THE BEST FIT WAS FOUND FOR A SIMPLE LINEAR FUNCTION WITH DELAY WITH 61% OF RELATION TO THE SIMULATED DATA FROM THE NG AND 62% WHEN COMPARED WITH EXPERIMENTAL DATA.
dc.formatapplication/pdf
dc.identifier.doi10.1109/ICA-ACCA56767.2022.10006091
dc.identifier.urihttps://repositorio.ubiobio.cl/handle/123456789/12771
dc.languagespa
dc.publisher2022 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION/XXV CONGRESS OF THE CHILEAN ASSOCIATION OF AUTOMATIC CONTROL (ICA-ACCA)
dc.relation.uri10.1109/ICA-ACCA56767.2022.10006091
dc.rightsPUBLICADA
dc.titleIDENTIFICATION OF A REDUCED ORDER MODEL FOR GREENHOUSE CONTROL BASED ON CFD MODEL RESULTS AND EXPERIMENTAL VALIDATION
dc.typeACTA DE CONFERENCIA
dspace.entity.typePublication
ubb.EstadoPUBLICADA
ubb.Otra ReparticionDIRECCION DE INNOVACION
ubb.Otra ReparticionDEPARTAMENTO DE INGENIERIA ELECTRICA Y ELECTRONICA
ubb.Otra ReparticionDEPARTAMENTO DE INGENIERIA MECANICA
ubb.SedeCONCEPCIÓN
ubb.SedeCONCEPCIÓN
ubb.SedeCONCEPCIÓN
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