Identifying a greenhouse climate model by using subspace methods
This paper presents the development of a climate dynamics model for a greenhouse located on the Bogota plateau. A black-box model was estimated from experimental data, considering a novel system structure derived from a first principles model and experimental tests. It considered two control volumes...
- Autores:
-
Ruiz Palacios, Fredy Orlando
Cotrino Badillo, Carlos Eduardo
- Tipo de recurso:
- Article of journal
- Fecha de publicación:
- 2010
- Institución:
- Universidad Nacional de Colombia
- Repositorio:
- Universidad Nacional de Colombia
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.unal.edu.co:unal/29662
- Acceso en línea:
- https://repositorio.unal.edu.co/handle/unal/29662
http://bdigital.unal.edu.co/19710/
http://bdigital.unal.edu.co/19710/2/
http://bdigital.unal.edu.co/19710/3/
- Palabra clave:
- estimación paramétrica
identificación por subespacios
dinámica del clima en invernaderos
parametric estimation
subspace identification
greenhouse climate model
- Rights
- openAccess
- License
- Atribución-NoComercial 4.0 Internacional
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Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Ruiz Palacios, Fredy Orlando0353654b-9357-41ae-a663-a0ba2f5af6f3300Cotrino Badillo, Carlos Eduardo280a3c9e-588f-4479-8fa7-a3c64e8b6d833002019-06-26T13:43:54Z2019-06-26T13:43:54Z2010https://repositorio.unal.edu.co/handle/unal/29662http://bdigital.unal.edu.co/19710/http://bdigital.unal.edu.co/19710/2/http://bdigital.unal.edu.co/19710/3/This paper presents the development of a climate dynamics model for a greenhouse located on the Bogota plateau. A black-box model was estimated from experimental data, considering a novel system structure derived from a first principles model and experimental tests. It considered two control volumes, one given by the air over the crop and a second one formed by the air trapped by crop foliage. The model was selected from a set of linear, discrete-time, state-variable systems using subspace identification methods. The estimated system was able to predict climate dynamics for both control volumes, having errors below 8%. Such performance was comparable to previous work reported in literature while the obtained model was a low-complexity linear system.En este trabajo se presenta el desarrollo de un modelo dinámico del clima en un invernadero ubicado en la Sabana de Bogotá. Se realiza la estimación de un modelo tipo caja negra obtenido a partir de datos experimentales. Se propone una estructura a partir de principios físicos que divide el sistema en dos volúmenes de control dados por el aire libre dentro del invernadero y el aire atrapado por el follaje. El modelo es seleccionado, dentro de una familia de sistemas línea- les descritos en variables de estado, a través de métodos de identificación por subespacios. El modelo obtenido es capaz de explicar el comportamiento del clima en el aire y en el follaje con errores inferiores al 8%. Este desempeño es comparable al de otros estudios reportados en la literatura, con la ventaja de que el modelo empleado es lineal.application/pdfspaUniversidad Nacional de Colombia - Facultad de Ingenieríahttp://revistas.unal.edu.co/index.php/ingeinv/article/view/15746Universidad Nacional de Colombia Revistas electrónicas UN Ingeniería e InvestigaciónIngeniería e InvestigaciónIngeniería e Investigación; Vol. 30, núm. 2 (2010); 157-167 Ingeniería e Investigación; Vol. 30, núm. 2 (2010); 157-167 2248-8723 0120-5609Ruiz Palacios, Fredy Orlando and Cotrino Badillo, Carlos Eduardo (2010) Identifying a greenhouse climate model by using subspace methods. Ingeniería e Investigación; Vol. 30, núm. 2 (2010); 157-167 Ingeniería e Investigación; Vol. 30, núm. 2 (2010); 157-167 2248-8723 0120-5609 .Identifying a greenhouse climate model by using subspace methodsArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTestimación paramétricaidentificación por subespaciosdinámica del clima en invernaderosparametric estimationsubspace identificationgreenhouse climate modelORIGINAL15746-48386-1-PB.pdfapplication/pdf566479https://repositorio.unal.edu.co/bitstream/unal/29662/1/15746-48386-1-PB.pdf4487295d7a2b728231053b34fc6a0a9bMD51THUMBNAIL15746-48386-1-PB.pdf.jpg15746-48386-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg9138https://repositorio.unal.edu.co/bitstream/unal/29662/2/15746-48386-1-PB.pdf.jpgc0d3306beb426102236774a713a22e83MD52unal/29662oai:repositorio.unal.edu.co:unal/296622022-11-22 23:04:36.725Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co |
| dc.title.spa.fl_str_mv |
Identifying a greenhouse climate model by using subspace methods |
| title |
Identifying a greenhouse climate model by using subspace methods |
| spellingShingle |
Identifying a greenhouse climate model by using subspace methods estimación paramétrica identificación por subespacios dinámica del clima en invernaderos parametric estimation subspace identification greenhouse climate model |
| title_short |
Identifying a greenhouse climate model by using subspace methods |
| title_full |
Identifying a greenhouse climate model by using subspace methods |
| title_fullStr |
Identifying a greenhouse climate model by using subspace methods |
| title_full_unstemmed |
Identifying a greenhouse climate model by using subspace methods |
| title_sort |
Identifying a greenhouse climate model by using subspace methods |
| dc.creator.fl_str_mv |
Ruiz Palacios, Fredy Orlando Cotrino Badillo, Carlos Eduardo |
| dc.contributor.author.spa.fl_str_mv |
Ruiz Palacios, Fredy Orlando Cotrino Badillo, Carlos Eduardo |
| dc.subject.proposal.spa.fl_str_mv |
estimación paramétrica identificación por subespacios dinámica del clima en invernaderos parametric estimation subspace identification greenhouse climate model |
| topic |
estimación paramétrica identificación por subespacios dinámica del clima en invernaderos parametric estimation subspace identification greenhouse climate model |
| description |
This paper presents the development of a climate dynamics model for a greenhouse located on the Bogota plateau. A black-box model was estimated from experimental data, considering a novel system structure derived from a first principles model and experimental tests. It considered two control volumes, one given by the air over the crop and a second one formed by the air trapped by crop foliage. The model was selected from a set of linear, discrete-time, state-variable systems using subspace identification methods. The estimated system was able to predict climate dynamics for both control volumes, having errors below 8%. Such performance was comparable to previous work reported in literature while the obtained model was a low-complexity linear system. |
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2010 |
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2010 |
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2019-06-26T13:43:54Z |
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2019-06-26T13:43:54Z |
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Artículo de revista |
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http://purl.org/coar/resource_type/c_2df8fbb1 |
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info:eu-repo/semantics/article |
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http://purl.org/coar/resource_type/c_6501 |
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Text |
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https://repositorio.unal.edu.co/handle/unal/29662 |
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http://bdigital.unal.edu.co/19710/ http://bdigital.unal.edu.co/19710/2/ http://bdigital.unal.edu.co/19710/3/ |
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https://repositorio.unal.edu.co/handle/unal/29662 http://bdigital.unal.edu.co/19710/ http://bdigital.unal.edu.co/19710/2/ http://bdigital.unal.edu.co/19710/3/ |
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spa |
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spa |
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http://revistas.unal.edu.co/index.php/ingeinv/article/view/15746 |
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Universidad Nacional de Colombia Revistas electrónicas UN Ingeniería e Investigación Ingeniería e Investigación |
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Ingeniería e Investigación; Vol. 30, núm. 2 (2010); 157-167 Ingeniería e Investigación; Vol. 30, núm. 2 (2010); 157-167 2248-8723 0120-5609 |
| dc.relation.references.spa.fl_str_mv |
Ruiz Palacios, Fredy Orlando and Cotrino Badillo, Carlos Eduardo (2010) Identifying a greenhouse climate model by using subspace methods. Ingeniería e Investigación; Vol. 30, núm. 2 (2010); 157-167 Ingeniería e Investigación; Vol. 30, núm. 2 (2010); 157-167 2248-8723 0120-5609 . |
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Derechos reservados - Universidad Nacional de Colombia |
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Atribución-NoComercial 4.0 Internacional |
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