MPPT Algorithm Based on Artificial Bee Colony for PV System

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dc.contributor.authorGonzalez-Castano, Catalina
dc.contributor.authorRestrepo, Carlos
dc.contributor.authorKouro, Samir
dc.contributor.authorRodriguez, Jose
dc.date.accessioned2024-06-12T16:49:48Z
dc.date.available2024-06-12T16:49:48Z
dc.date.issued2021
dc.descriptionIndexación: Scopus.
dc.description.abstractEnergy structures from non-conventional energy source has become highly demanded nowadays. In this way, the maximum power extraction from photovoltaic (PV) systems has attracted the attention, therefore an optimization technique is necessary to improve the performance of solar systems. This article proposes the use of ABC (artificial bee colony) algorithm for the maximum power point tracking (MPPT) of a PV system using a DC-DC converter. The procedure of the ABC MPPT algorithm is using data values from PV module, the P-V characteristic is identified and the optimal voltage is selected. Then, the MPPT strategy is applied to obtain the voltage reference for the outer PI control loop, which in turn provides the current reference to the predictive digital current programmed control. A real-time and high-speed simulator (PLECS RT Box 1) and a digital signal controller (DSC) are used to implement the hardware-in-the-loop system to obtain the results. The general system does not have a high computational cost and can be implemented in a commercial low-cost DSC (TI 28069M). The proposed MPPT strategy is compared to the conventional perturb and observe method, results show the proposed method archives a much superior performance.
dc.description.urihttps://ieeexplore-ieee-org.recursosbiblioteca.unab.cl/stamp/stamp.jsp?tp=&arnumber=9380422
dc.identifier.citationIEEE Access Volume 9, Pages 43121 - 43133 2021 Article number 9380422
dc.identifier.doi10.1109/ACCESS.2021.3066281
dc.identifier.issn2169-3536
dc.identifier.urihttps://repositorio.unab.cl/handle/ria/57582
dc.language.isoen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.subjectartificial bee colony
dc.subjecthardware in the loop testing
dc.subjectMaximum power point tracking
dc.titleMPPT Algorithm Based on Artificial Bee Colony for PV System
dc.typeArtículo
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