Experimental evaluation of Fuzzy controller performance applied in autonomous photovoltaic system
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| Format: | Artículo científico |
| Language: | en |
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Universidad Nacional de Colombia
2019
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| _version_ | 1876450742156394496 |
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| author | Cleonor Crescêncio das Neves |
| author_facet | Cleonor Crescêncio das Neves |
| contents | Experimental evaluation of Fuzzy controller performance applied in autonomous photovoltaic system Cleonor Crescêncio das Neves Renan Landau Paiva de Medeiros Walter Barra Junior Florindo Antônio de Carvalho Ayres Junior Felipe Kioshi Yoshino Adrian Eduardo Gonzalez Barreda Ingeniería PI Fuzzy controller Autonomous photovoltaic system classic PI controller and Pole placement technique This paper aiming to show an experimental evaluation of classic pole placement and Fuzzy controller design applied on the DC link voltage control in autonomous photovoltaic system in order to ensure the stability and desired performance. First stage shows the mathematical model to describe the dynamic behaviour, so was linearized the system around the operational point based on Taylor series approach. In sequence was performed the computational analysis using MATLAB software. Furthermore, was performed the experimental assessment about the dynamic behaviour in open loop of the autonomous photovoltaic system, mainly electrical variables of the system. In second stage, the experimental evaluation realized for these approaches (PI-classic and PI-Fuzzy) was applied on the system, assessing the dynamic behaviour in closed-loop ensuring the stability and desired performance subject to voltage setpoint variation. Finally, were compared the design control techniques and the experimental results shows the Fuzzy controller outperforms the classical design technique. 2019 artículo científico 0012-7353 https://www.redalyc.org/articulo.oa?id=49663345040 https://www.redalyc.org/journal/496/49663345040/ https://www.redalyc.org/journal/496/49663345040/html/ https://www.redalyc.org/journal/496/49663345040/49663345040.epub https://www.redalyc.org/journal/496/49663345040/movil 10.15446/dyna.v86n211.78907 en http://www.redalyc.org/revista.oa?id=496 Dyna application/pdf Universidad Nacional de Colombia Dyna (Colombia) Num.211 Vol.86 |
| format | Artículo científico |
| id | redalyc_49663345040 |
| institution | Redalyc |
| language | en |
| publishDate | 2019 |
| publisher | Universidad Nacional de Colombia |
| spellingShingle | Experimental evaluation of Fuzzy controller performance applied in autonomous photovoltaic system Cleonor Crescêncio das Neves Ingeniería PI Fuzzy controller Autonomous photovoltaic system classic PI controller and Pole placement technique Experimental evaluation of Fuzzy controller performance applied in autonomous photovoltaic system Cleonor Crescêncio das Neves Renan Landau Paiva de Medeiros Walter Barra Junior Florindo Antônio de Carvalho Ayres Junior Felipe Kioshi Yoshino Adrian Eduardo Gonzalez Barreda Ingeniería PI Fuzzy controller Autonomous photovoltaic system classic PI controller and Pole placement technique This paper aiming to show an experimental evaluation of classic pole placement and Fuzzy controller design applied on the DC link voltage control in autonomous photovoltaic system in order to ensure the stability and desired performance. First stage shows the mathematical model to describe the dynamic behaviour, so was linearized the system around the operational point based on Taylor series approach. In sequence was performed the computational analysis using MATLAB software. Furthermore, was performed the experimental assessment about the dynamic behaviour in open loop of the autonomous photovoltaic system, mainly electrical variables of the system. In second stage, the experimental evaluation realized for these approaches (PI-classic and PI-Fuzzy) was applied on the system, assessing the dynamic behaviour in closed-loop ensuring the stability and desired performance subject to voltage setpoint variation. Finally, were compared the design control techniques and the experimental results shows the Fuzzy controller outperforms the classical design technique. 2019 artículo científico 0012-7353 https://www.redalyc.org/articulo.oa?id=49663345040 https://www.redalyc.org/journal/496/49663345040/ https://www.redalyc.org/journal/496/49663345040/html/ https://www.redalyc.org/journal/496/49663345040/49663345040.epub https://www.redalyc.org/journal/496/49663345040/movil 10.15446/dyna.v86n211.78907 en http://www.redalyc.org/revista.oa?id=496 Dyna application/pdf Universidad Nacional de Colombia Dyna (Colombia) Num.211 Vol.86 |
| title | Experimental evaluation of Fuzzy controller performance applied in autonomous photovoltaic system |
| topic | Ingeniería PI Fuzzy controller Autonomous photovoltaic system classic PI controller and Pole placement technique |
| url | https://www.redalyc.org/articulo.oa?id=49663345040 https://www.redalyc.org/journal/496/49663345040/ https://www.redalyc.org/journal/496/49663345040/html/ https://www.redalyc.org/journal/496/49663345040/49663345040.epub https://www.redalyc.org/journal/496/49663345040/movil |