LINEAR QUADRATIC REGULATOR AND FUZZY CONTROL FOR GRID-CONNECTED PHOTOVOLTAIC SYSTEMS

dc.contributor.authorMukhatov, Azamat
dc.contributor.authorThao, Nguyen Gia Minh
dc.contributor.authorDo, Ton Duc
dc.date.accessioned2022-07-25T10:55:54Z
dc.date.available2022-07-25T10:55:54Z
dc.date.issued2022
dc.description.abstractThis work presents a control scheme to control a grid-connected single-phase photovoltaic (PV) system. The considered system has four 250 W solar panels, a non-inverting buck-boost DC DC converter, and a DC-AC inverter with an inductor-capacitor-inductor (LCL) filter. The control system aims to track and operate at the maximum power point (MPP) of the PV panels, regulate the voltage of the DC link, and supply the grid with a unity power factor. To achieve these goals, the proposed control system consists of three parts: an MPP tracking controller module with a fuzzy based modified incremental conductance (INC) algorithm, a DC-link voltage regulator with a hybrid fuzzy proportional-integral (PI) controller, and a current controller module using a linear quadratic regulator (LQR) for grid-connected power. Based on fuzzy control and an LQR, this work introduces a full control solution for grid-connected single-phase PV systems. The key novelty of this research is to analyze and prove that the newly proposed method is more successful in numerous aspects by comparing and evaluating previous and present control methods. The designed control system settles quickly, which is critical for output stability. In addition, as compared to the backstepping approach used in our past study, the LQR technique is more resistant to sudden changes and disturbances. Furthermore, the backstepping method produces a larger overshoot, which has a detrimental impact on efficiency. Simulation findings under various weather conditions were compared to theoretical ones to indicate that the system can deal with variations in weather parameters.en_US
dc.identifier.citationMukhatov, A., Thao, N. G. M., & Do, T. D. (2022). Linear Quadratic Regulator and Fuzzy Control for Grid-Connected Photovoltaic Systems. Energies, 15(4), 1286. https://doi.org/10.3390/en15041286en_US
dc.identifier.urihttp://nur.nu.edu.kz/handle/123456789/6535
dc.language.isoenen_US
dc.publisherEnergiesen_US
dc.rightsAttribution-NonCommercial-ShareAlike 3.0 United States*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/3.0/us/*
dc.subjectType of access: Open Accessen_US
dc.subjectfuzzy controlen_US
dc.subjectgrid-connected PV systemen_US
dc.subjectincremental conductance algorithmen_US
dc.subjectlinear quadratic regulatoren_US
dc.subjectmaximum power point trackingen_US
dc.subjectunity power factoren_US
dc.titleLINEAR QUADRATIC REGULATOR AND FUZZY CONTROL FOR GRID-CONNECTED PHOTOVOLTAIC SYSTEMSen_US
dc.typeArticleen_US
workflow.import.sourcescience

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