Maximum power point tracking of photovoltaic panels by using improved pattern search methods
This paper deals with the optimization of maximum power point tracking when a photovoltaic panel is modelled as two diodes. The adopted control is implemented using a sliding mode control (SMC) and the optimization is implemented using an improved Pattern Search Method. Thus, the problem of maximum...
- Autores:
- Tipo de recurso:
- Fecha de publicación:
- 2017
- Institución:
- Universidad de Bogotá Jorge Tadeo Lozano
- Repositorio:
- Expeditio: repositorio UTadeo
- Idioma:
- OAI Identifier:
- oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/9060
- Acceso en línea:
- https://www.researchgate.net/publication/319441089_Maximum_Power_Point_Tracking_of_Photovoltaic_Panels_by_Using_Improved_Pattern_Search_Methods
http://hdl.handle.net/20.500.12010/9060
- Palabra clave:
- Maximum power point tracking (MPPT)
Particle swarm optimization (PSO)
Perturb and observe (P&O)
Pattern search method (PSM)
Photovoltaic
Optimization
Sliding mode
Células fotovoltaicas
Conversión directa de energía
- Rights
- License
- Abierto (Texto Completo)
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oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/9060 |
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| dc.title.spa.fl_str_mv |
Maximum power point tracking of photovoltaic panels by using improved pattern search methods |
| title |
Maximum power point tracking of photovoltaic panels by using improved pattern search methods |
| spellingShingle |
Maximum power point tracking of photovoltaic panels by using improved pattern search methods Maximum power point tracking (MPPT) Particle swarm optimization (PSO) Perturb and observe (P&O) Pattern search method (PSM) Photovoltaic Optimization Sliding mode Células fotovoltaicas Conversión directa de energía |
| title_short |
Maximum power point tracking of photovoltaic panels by using improved pattern search methods |
| title_full |
Maximum power point tracking of photovoltaic panels by using improved pattern search methods |
| title_fullStr |
Maximum power point tracking of photovoltaic panels by using improved pattern search methods |
| title_full_unstemmed |
Maximum power point tracking of photovoltaic panels by using improved pattern search methods |
| title_sort |
Maximum power point tracking of photovoltaic panels by using improved pattern search methods |
| dc.subject.spa.fl_str_mv |
Maximum power point tracking (MPPT) Particle swarm optimization (PSO) Perturb and observe (P&O) Pattern search method (PSM) Photovoltaic Optimization Sliding mode |
| topic |
Maximum power point tracking (MPPT) Particle swarm optimization (PSO) Perturb and observe (P&O) Pattern search method (PSM) Photovoltaic Optimization Sliding mode Células fotovoltaicas Conversión directa de energía |
| dc.subject.lemb.spa.fl_str_mv |
Células fotovoltaicas Conversión directa de energía |
| description |
This paper deals with the optimization of maximum power point tracking when a photovoltaic panel is modelled as two diodes. The adopted control is implemented using a sliding mode control (SMC) and the optimization is implemented using an improved Pattern Search Method. Thus, the problem of maximum power point tracking is reduced to an optimization problem whose solution is implemented by Pattern Search Techniques, inheriting their convergence properties. Simulation examples show the effectiveness of the proposed technique in practice, being able to deal with different radiations. In addition, improved pattern search method (IPSM) is compared with other techniques such as perturb & observe and Particle Swarm optimization, after which IPSM presents lower energy losses in comparison with the other two algorithms, with the advantage of ensuring the location of the optimal power point in all cases. |
| publishDate |
2017 |
| dc.date.created.none.fl_str_mv |
2017 |
| dc.date.accessioned.none.fl_str_mv |
2020-04-29T15:50:58Z |
| dc.date.available.none.fl_str_mv |
2020-04-29T15:50:58Z |
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http://purl.org/coar/resource_type/c_2df8fbb1 |
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Artículo |
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info:eu-repo/semantics/article |
| dc.identifier.other.spa.fl_str_mv |
https://www.researchgate.net/publication/319441089_Maximum_Power_Point_Tracking_of_Photovoltaic_Panels_by_Using_Improved_Pattern_Search_Methods |
| dc.identifier.uri.none.fl_str_mv |
http://hdl.handle.net/20.500.12010/9060 |
| dc.identifier.doi.spa.fl_str_mv |
10.3390/en10091316 |
| dc.identifier.instname.spa.fl_str_mv |
instname:Universidad de Bogotá Jorge Tadeo Lozano |
| dc.identifier.reponame.spa.fl_str_mv |
reponame:Repositorio Institucional de la Universidad de Bogotá Jorge Tadeo Lozano |
| url |
https://www.researchgate.net/publication/319441089_Maximum_Power_Point_Tracking_of_Photovoltaic_Panels_by_Using_Improved_Pattern_Search_Methods http://hdl.handle.net/20.500.12010/9060 |
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10.3390/en10091316 instname:Universidad de Bogotá Jorge Tadeo Lozano reponame:Repositorio Institucional de la Universidad de Bogotá Jorge Tadeo Lozano |
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http://purl.org/coar/access_right/c_abf2 |
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Abierto (Texto Completo) |
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Abierto (Texto Completo) http://purl.org/coar/access_right/c_abf2 |
| dc.format.extent.spa.fl_str_mv |
15 páginas |
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application/pdf |
| dc.coverage.spatial.spa.fl_str_mv |
Bogotá, Colombia |
| dc.publisher.spa.fl_str_mv |
Universidad de Bogotá Jorge Tadeo Lozano |
| institution |
Universidad de Bogotá Jorge Tadeo Lozano |
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Bogotá, Colombia2020-04-29T15:50:58Z2020-04-29T15:50:58Z2017https://www.researchgate.net/publication/319441089_Maximum_Power_Point_Tracking_of_Photovoltaic_Panels_by_Using_Improved_Pattern_Search_Methodshttp://hdl.handle.net/20.500.12010/906010.3390/en10091316instname:Universidad de Bogotá Jorge Tadeo Lozanoreponame:Repositorio Institucional de la Universidad de Bogotá Jorge Tadeo LozanoThis paper deals with the optimization of maximum power point tracking when a photovoltaic panel is modelled as two diodes. The adopted control is implemented using a sliding mode control (SMC) and the optimization is implemented using an improved Pattern Search Method. Thus, the problem of maximum power point tracking is reduced to an optimization problem whose solution is implemented by Pattern Search Techniques, inheriting their convergence properties. Simulation examples show the effectiveness of the proposed technique in practice, being able to deal with different radiations. In addition, improved pattern search method (IPSM) is compared with other techniques such as perturb & observe and Particle Swarm optimization, after which IPSM presents lower energy losses in comparison with the other two algorithms, with the advantage of ensuring the location of the optimal power point in all cases.15 páginasapplication/pdfUniversidad de Bogotá Jorge Tadeo LozanoMaximum power point tracking (MPPT)Particle swarm optimization (PSO)Perturb and observe (P&O)Pattern search method (PSM)PhotovoltaicOptimizationSliding modeCélulas fotovoltaicasConversión directa de energíaMaximum power point tracking of photovoltaic panels by using improved pattern search methodsArtículoinfo:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_2df8fbb1Abierto (Texto Completo)http://purl.org/coar/access_right/c_abf2Tobón, AndrésPeláez-Restrepo, JuliánVillegas-Ceballos, Juan P.Serna-Garcés, Sergio IgnacioHerrera, JorgeIbeas, AsierORIGINAL9093.pdf9093.pdfVer artículoapplication/pdf1631050https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/9060/1/9093.pdfd2ed696a8aca58b8274eeda9aea3fc48MD51open accessTHUMBNAIL9093.pdf.jpg9093.pdf.jpgIM Thumbnailimage/jpeg20107https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/9060/3/9093.pdf.jpge78954222989eaf86a7641586ceb79a4MD53open accessLICENSElicense.txtlicense.txttext/plain; charset=utf-82938https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/9060/2/license.txtabceeb1c943c50d3343516f9dbfc110fMD52open access20.500.12010/9060oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/90602020-04-29 10:52:27.839open accessRepositorio Institucional - Universidad Jorge Tadeo Lozanoexpeditio@utadeo.edu.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 |