MPPT control of small permanent magnet direct-drive wind power generation based on FASVR method
Published: 23 January 2017
2016 IEEE Chinese Guidance, Navigation and Control Conference (CGNCC) pp 1840-1844; https://doi.org/10.1109/cgncc.2016.7829069
Abstract: In order to raise the efficiency of the small permanent magnet direct-drive wind power generation system, this paper presents a wind speed estimation model using FASVR(Firefly Algorithm & Support Vector Regression) method, which takes the turbine rotor speed signal and mechanical power signal as inputs. A MPPT(Maximum Power Point Tracking) control method is proposed based on the wind speed estimation model and P&O (Perturb and Observe) algorithm, and the effectiveness is verified by simulation results.
Keywords: Wind speed / Mathematical model / Wind turbines / Wind power generation / Estimation / Rotors / Permanent magnets
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