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• W3212835667 abstract "Variable speed wind turbines are commonly used as wind power generation systems because of their lower maintenance cost and flexible speed control. The optimum output power for a wind turbine can be extracted using maximum power point tracking (MPPT) strategies. However, unpredictable parameters, such as wind speed and air density could affect the accuracy of the MPPT methods, especially during the wind speed small oscillations. In this paper, in a permanent magnet synchronous generator (PMSG), the MPPT is implemented by determining the uncertainty of the unpredictable parameters using the extended Kalman filter (EKF). Also, the generator speed is controlled by employing a fuzzy logic control (FLC) system. This study aims at minimizing the effects of unpredictable parameters on the MPPT of the PMSG system. The simulation results represent an improvement in MPPT accuracy and output power efficiency." @default.
• W3212835667 created "2021-11-22" @default.
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• W3212835667 date "2021-11-10" @default.
• W3212835667 modified "2023-09-28" @default.
• W3212835667 title "MPPT Improvement for PMSG-Based Wind Turbines Using Extended Kalman Filter and Fuzzy Control System" @default.
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• W3212835667 doi "https://doi.org/10.3390/en14227503" @default.
• W3212835667 hasPublicationYear "2021" @default.
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