Development of a model output statistic and implementation of an operational solar photovoltaic energy forecast model based in WRF.
Resumen:
In this work, an operational solar energy forecast model was developed based in correction of irradatiation obtained from WRF output. This output depends on the Hourly Clearness Index (kt). Three different physic schemes of WRF parametrization are analyzed in this work. The horizontal irradiation computed by Weather Research and Forecasting (WRF) is the input of the developed Model Output Statistic (MOS). Solar irradiation is converted from horizontal to tilted surface, and a final photo-voltaic solar energy plant coefficient is calibrated to obtain the minimal absolute error in the period of calibration.
| 2015 | |
| Agencia Nacional de Investigación e Innovación. ANII FSE_1_2013_1_10691. Energía solar fotovoltaica: Aspectos tecnológicos, técnicos y perspectivas de desarrollo en Uruguay | |
|
Radiation effects Computational modeling Atmospheric modeling Predictive models Photovoltaic systems Calibration Solar energy Forecast |
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| Inglés | |
| Universidad de la República | |
| COLIBRI | |
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https://ieeexplore.ieee.org/document/7381162
https://hdl.handle.net/20.500.12008/36942 |
|
| Acceso abierto | |
| Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
| _version_ | 1807522932823425024 |
|---|---|
| author | Porrini, Claudio |
| author2 | Gutiérrez, Alejandro Cazes Boezio, Gabriel Hermida, Gonzalo Oroño, Diego Puppo, Martín |
| author2_role | author author author author author |
| author_facet | Porrini, Claudio Gutiérrez, Alejandro Cazes Boezio, Gabriel Hermida, Gonzalo Oroño, Diego Puppo, Martín |
| author_role | author |
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| collection | COLIBRI |
| dc.contributor.filiacion.none.fl_str_mv | Porrini Claudio, Universidad de la República (Uruguay). Facultad de Ingeniería. Gutiérrez Alejandro, Universidad de la República (Uruguay). Facultad de Ingeniería. Cazes Boezio Gabriel, Universidad de la República (Uruguay). Facultad de Ingeniería. Hermida Gonzalo, Universidad de la República (Uruguay). Facultad de Ingeniería. Oroño Diego, Universidad de la República (Uruguay). Facultad de Ingeniería. Puppo Martín, Universidad de la República (Uruguay). Facultad de Ingeniería. |
| dc.creator.none.fl_str_mv | Porrini, Claudio Gutiérrez, Alejandro Cazes Boezio, Gabriel Hermida, Gonzalo Oroño, Diego Puppo, Martín |
| dc.date.accessioned.none.fl_str_mv | 2023-05-03T12:37:50Z |
| dc.date.available.none.fl_str_mv | 2023-05-03T12:37:50Z |
| dc.date.issued.none.fl_str_mv | 2015 |
| dc.description.abstract.none.fl_txt_mv | In this work, an operational solar energy forecast model was developed based in correction of irradatiation obtained from WRF output. This output depends on the Hourly Clearness Index (kt). Three different physic schemes of WRF parametrization are analyzed in this work. The horizontal irradiation computed by Weather Research and Forecasting (WRF) is the input of the developed Model Output Statistic (MOS). Solar irradiation is converted from horizontal to tilted surface, and a final photo-voltaic solar energy plant coefficient is calibrated to obtain the minimal absolute error in the period of calibration. |
| dc.description.sponsorship.none.fl_txt_mv | Agencia Nacional de Investigación e Innovación. ANII FSE_1_2013_1_10691. Energía solar fotovoltaica: Aspectos tecnológicos, técnicos y perspectivas de desarrollo en Uruguay |
| dc.format.extent.es.fl_str_mv | 6 p. |
| dc.format.mimetype.es.fl_str_mv | application/pdf |
| dc.identifier.citation.es.fl_str_mv | Porrini, C., Gutiérrez, A., Cazes Boezio, G. y otros. Development of a model output statistic and implementation of an operational solar photovoltaic energy forecast model based in WRF [Preprint]. Publicado en: 2015 IEEE PES Innovative Smart Grid Technologies Latin America (ISGT LATAM), Montevideo, Uruguay, 5-7 oct, pp. 248--253. |
| dc.identifier.uri.none.fl_str_mv | https://ieeexplore.ieee.org/document/7381162 https://hdl.handle.net/20.500.12008/36942 |
| dc.language.iso.none.fl_str_mv | en eng |
| dc.publisher.es.fl_str_mv | IEEE |
| dc.relation.ispartof.es.fl_str_mv | 2015 IEEE PES Innovative Smart Grid Technologies Latin America (ISGT LATAM), Montevideo, Uruguay, 5-7 oct 2015, pp. 248-253. |
| dc.rights.license.none.fl_str_mv | Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
| dc.rights.none.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.source.none.fl_str_mv | reponame:COLIBRI instname:Universidad de la República instacron:Universidad de la República |
| dc.subject.es.fl_str_mv | Radiation effects Computational modeling Atmospheric modeling Predictive models Photovoltaic systems Calibration Solar energy Forecast |
| dc.title.none.fl_str_mv | Development of a model output statistic and implementation of an operational solar photovoltaic energy forecast model based in WRF. |
| dc.type.es.fl_str_mv | Preprint |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/preprint |
| dc.type.version.none.fl_str_mv | info:eu-repo/semantics/submittedVersion |
| description | In this work, an operational solar energy forecast model was developed based in correction of irradatiation obtained from WRF output. This output depends on the Hourly Clearness Index (kt). Three different physic schemes of WRF parametrization are analyzed in this work. The horizontal irradiation computed by Weather Research and Forecasting (WRF) is the input of the developed Model Output Statistic (MOS). Solar irradiation is converted from horizontal to tilted surface, and a final photo-voltaic solar energy plant coefficient is calibrated to obtain the minimal absolute error in the period of calibration. |
| eu_rights_str_mv | openAccess |
| format | preprint |
| id | COLIBRI_4a6b81cb1333afa72fd2e8bce891c8a5 |
| identifier_str_mv | Porrini, C., Gutiérrez, A., Cazes Boezio, G. y otros. Development of a model output statistic and implementation of an operational solar photovoltaic energy forecast model based in WRF [Preprint]. Publicado en: 2015 IEEE PES Innovative Smart Grid Technologies Latin America (ISGT LATAM), Montevideo, Uruguay, 5-7 oct, pp. 248--253. |
| instacron_str | Universidad de la República |
| institution | Universidad de la República |
| instname_str | Universidad de la República |
| language | eng |
| language_invalid_str_mv | en |
| network_acronym_str | COLIBRI |
| network_name_str | COLIBRI |
| oai_identifier_str | oai:colibri.udelar.edu.uy:20.500.12008/36942 |
| publishDate | 2015 |
| reponame_str | COLIBRI |
| repository.mail.fl_str_mv | mabel.seroubian@seciu.edu.uy |
| repository.name.fl_str_mv | COLIBRI - Universidad de la República |
| repository_id_str | 4771 |
| rights_invalid_str_mv | Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0) |
| spelling | Porrini Claudio, Universidad de la República (Uruguay). Facultad de Ingeniería.Gutiérrez Alejandro, Universidad de la República (Uruguay). Facultad de Ingeniería.Cazes Boezio Gabriel, Universidad de la República (Uruguay). Facultad de Ingeniería.Hermida Gonzalo, Universidad de la República (Uruguay). Facultad de Ingeniería.Oroño Diego, Universidad de la República (Uruguay). Facultad de Ingeniería.Puppo Martín, Universidad de la República (Uruguay). Facultad de Ingeniería.2023-05-03T12:37:50Z2023-05-03T12:37:50Z2015Porrini, C., Gutiérrez, A., Cazes Boezio, G. y otros. Development of a model output statistic and implementation of an operational solar photovoltaic energy forecast model based in WRF [Preprint]. Publicado en: 2015 IEEE PES Innovative Smart Grid Technologies Latin America (ISGT LATAM), Montevideo, Uruguay, 5-7 oct, pp. 248--253.https://ieeexplore.ieee.org/document/7381162https://hdl.handle.net/20.500.12008/36942In this work, an operational solar energy forecast model was developed based in correction of irradatiation obtained from WRF output. This output depends on the Hourly Clearness Index (kt). Three different physic schemes of WRF parametrization are analyzed in this work. The horizontal irradiation computed by Weather Research and Forecasting (WRF) is the input of the developed Model Output Statistic (MOS). Solar irradiation is converted from horizontal to tilted surface, and a final photo-voltaic solar energy plant coefficient is calibrated to obtain the minimal absolute error in the period of calibration.Submitted by Ribeiro Jorge (jribeiro@fing.edu.uy) on 2023-04-28T23:11:00Z No. of bitstreams: 2 license_rdf: 23149 bytes, checksum: 1996b8461bc290aef6a27d78c67b6b52 (MD5) PGCHOP15.pdf: 295978 bytes, checksum: 50296a05424598fc89dd27acd106ed0e (MD5)Approved for entry into archive by Berón Cecilia (cberon@fing.edu.uy) on 2023-05-02T17:39:30Z (GMT) No. of bitstreams: 2 license_rdf: 23149 bytes, checksum: 1996b8461bc290aef6a27d78c67b6b52 (MD5) PGCHOP15.pdf: 295978 bytes, checksum: 50296a05424598fc89dd27acd106ed0e (MD5)Made available in DSpace by Luna Fabiana (fabiana.luna@seciu.edu.uy) on 2023-05-03T12:37:50Z (GMT). No. of bitstreams: 2 license_rdf: 23149 bytes, checksum: 1996b8461bc290aef6a27d78c67b6b52 (MD5) PGCHOP15.pdf: 295978 bytes, checksum: 50296a05424598fc89dd27acd106ed0e (MD5) Previous issue date: 2015Agencia Nacional de Investigación e Innovación. ANII FSE_1_2013_1_10691. Energía solar fotovoltaica: Aspectos tecnológicos, técnicos y perspectivas de desarrollo en Uruguay6 p.application/pdfenengIEEE2015 IEEE PES Innovative Smart Grid Technologies Latin America (ISGT LATAM), Montevideo, Uruguay, 5-7 oct 2015, pp. 248-253.Las obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad de la República.(Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)Radiation effectsComputational modelingAtmospheric modelingPredictive modelsPhotovoltaic systemsCalibrationSolar energyForecastDevelopment of a model output statistic and implementation of an operational solar photovoltaic energy forecast model based in WRF.Preprintinfo:eu-repo/semantics/preprintinfo:eu-repo/semantics/submittedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaPorrini, ClaudioGutiérrez, AlejandroCazes Boezio, GabrielHermida, GonzaloOroño, DiegoPuppo, MartínLICENSElicense.txtlicense.txttext/plain; charset=utf-84267http://localhost:8080/xmlui/bitstream/20.500.12008/36942/5/license.txt6429389a7df7277b72b7924fdc7d47a9MD55LICENSElicense.txtlicense.txttext/plain; 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- Universidad de la Repúblicafalse |
| spellingShingle | Development of a model output statistic and implementation of an operational solar photovoltaic energy forecast model based in WRF. Porrini, Claudio Radiation effects Computational modeling Atmospheric modeling Predictive models Photovoltaic systems Calibration Solar energy Forecast |
| status_str | submittedVersion |
| title | Development of a model output statistic and implementation of an operational solar photovoltaic energy forecast model based in WRF. |
| title_full | Development of a model output statistic and implementation of an operational solar photovoltaic energy forecast model based in WRF. |
| title_fullStr | Development of a model output statistic and implementation of an operational solar photovoltaic energy forecast model based in WRF. |
| title_full_unstemmed | Development of a model output statistic and implementation of an operational solar photovoltaic energy forecast model based in WRF. |
| title_short | Development of a model output statistic and implementation of an operational solar photovoltaic energy forecast model based in WRF. |
| title_sort | Development of a model output statistic and implementation of an operational solar photovoltaic energy forecast model based in WRF. |
| topic | Radiation effects Computational modeling Atmospheric modeling Predictive models Photovoltaic systems Calibration Solar energy Forecast |
| url | https://ieeexplore.ieee.org/document/7381162 https://hdl.handle.net/20.500.12008/36942 |
