Photovoltaic System Regulation Based on a PID Fuzzy Controller to Ensure a Fixed Settling Time
The main objective of the controllers in photovoltaic systems (PV) is to ensure the maximum extraction of the available power. Those controllers usually combine the action of a maximum power point tracking algorithm (MPPT) with a voltage regulator, which has the function of rejecting disturbances at...
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2013-11-01
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doaj-3dfb8cd1a19342e490d2bc33042014d02020-11-25T01:32:30ZengInstituto Tecnológico MetropolitanoTecnoLógicas0123-77992256-53372013-11-0100605616410Photovoltaic System Regulation Based on a PID Fuzzy Controller to Ensure a Fixed Settling TimePaula A. Ortiz-Valencia0Adriana Trejos-Grisales1Carlos A. Ramos-Paja2Facultad de Ingenierías, Instituto Tecnológico Metropolitano, MedellínFacultad de Minas, Universidad Nacional de Colombia Sede Medellín, MedellínFacultad de Minas, Universidad Nacional de Colombia Sede Medellín, MedellínThe main objective of the controllers in photovoltaic systems (PV) is to ensure the maximum extraction of the available power. Those controllers usually combine the action of a maximum power point tracking algorithm (MPPT) with a voltage regulator, which has the function of rejecting disturbances at the panel terminals. Such controllers are commonly based on PI and PID structures, it requiring linearized models at an operating point. But, due to disturbances generated by the environment and the load, the operating point of the system changes drastically, which hinder to obtain the desired system performance. This paper proposes to regulate the PV system using a Fuzzy PID controller, which adapts to changes in solar irradiance and load oscillations. This characteristic guarantees a constant settling time, which is required to precisely define the period of the MPPT algorithm. In the case of classical linear controllers, the period of the MPPT algorithm is set to the worst case (longest period) which generates additional power losses by slowing down the tracking of the optimal operating point. Therefore, the solution proposed in this paper improves the overall system efficiency. Finally, such a solution is validated through simulations in Matlab®.http://itmojs.itm.edu.co/index.php/tecnologicas/article/view/471Sistema fotovoltaicopunto de máxima potenciacontrolador PIDANFISFuzzy. |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Paula A. Ortiz-Valencia Adriana Trejos-Grisales Carlos A. Ramos-Paja |
spellingShingle |
Paula A. Ortiz-Valencia Adriana Trejos-Grisales Carlos A. Ramos-Paja Photovoltaic System Regulation Based on a PID Fuzzy Controller to Ensure a Fixed Settling Time TecnoLógicas Sistema fotovoltaico punto de máxima potencia controlador PID ANFIS Fuzzy. |
author_facet |
Paula A. Ortiz-Valencia Adriana Trejos-Grisales Carlos A. Ramos-Paja |
author_sort |
Paula A. Ortiz-Valencia |
title |
Photovoltaic System Regulation Based on a PID Fuzzy Controller to Ensure a Fixed Settling Time |
title_short |
Photovoltaic System Regulation Based on a PID Fuzzy Controller to Ensure a Fixed Settling Time |
title_full |
Photovoltaic System Regulation Based on a PID Fuzzy Controller to Ensure a Fixed Settling Time |
title_fullStr |
Photovoltaic System Regulation Based on a PID Fuzzy Controller to Ensure a Fixed Settling Time |
title_full_unstemmed |
Photovoltaic System Regulation Based on a PID Fuzzy Controller to Ensure a Fixed Settling Time |
title_sort |
photovoltaic system regulation based on a pid fuzzy controller to ensure a fixed settling time |
publisher |
Instituto Tecnológico Metropolitano |
series |
TecnoLógicas |
issn |
0123-7799 2256-5337 |
publishDate |
2013-11-01 |
description |
The main objective of the controllers in photovoltaic systems (PV) is to ensure the maximum extraction of the available power. Those controllers usually combine the action of a maximum power point tracking algorithm (MPPT) with a voltage regulator, which has the function of rejecting disturbances at the panel terminals. Such controllers are commonly based on PI and PID structures, it requiring linearized models at an operating point. But, due to disturbances generated by the environment and the load, the operating point of the system changes drastically, which hinder to obtain the desired system performance. This paper proposes to regulate the PV system using a Fuzzy PID controller, which adapts to changes in solar irradiance and load oscillations. This characteristic guarantees a constant settling time, which is required to precisely define the period of the MPPT algorithm. In the case of classical linear controllers, the period of the MPPT algorithm is set to the worst case (longest period) which generates additional power losses by slowing down the tracking of the optimal operating point. Therefore, the solution proposed in this paper improves the overall system efficiency. Finally, such a solution is validated through simulations in Matlab®. |
topic |
Sistema fotovoltaico punto de máxima potencia controlador PID ANFIS Fuzzy. |
url |
http://itmojs.itm.edu.co/index.php/tecnologicas/article/view/471 |
work_keys_str_mv |
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1725081691772420096 |