Improved Tip Speed Ratio Control for Doubly-fed Wind Turbine Based on BP Neural Network
C Yu, S Zhang, C Ma - … Conference on Civil Aviation Safety and …, 2023 - ieeexplore.ieee.org
The tip speed ratio control method is used for the control of doubly-fed wind turbines to
achieve fast power tracking of the generator. Due to the time delay of wind speed …
achieve fast power tracking of the generator. Due to the time delay of wind speed …
Maximum Power Point Tracking Based on Wind Speed Prediction
M Peng, Z Wang, Z Xie, Z Yang - Journal of Physics: Conference …, 2023 - iopscience.iop.org
A control method for MPPT (maximum power point tracking) based on wind speed prediction
is proposed to address the issue of slow attainment of optimal speed values by wind …
is proposed to address the issue of slow attainment of optimal speed values by wind …
Pitch angle control in wind turbines above the rated wind speed by multi-layer perceptron and radial basis function neural networks
In wind energy conversion systems, one of the operational problems is the changeability
and discontinuity of wind. In most cases, wind speed can fluctuate rapidly. Hence, quality of …
and discontinuity of wind. In most cases, wind speed can fluctuate rapidly. Hence, quality of …
Adaptive control of wind turbine generator system based on RBF-PID neural network
Z Wang, Z Shen, C Cai, K Jia - 2014 International Joint …, 2014 - ieeexplore.ieee.org
Wind turbine generator system (WTGS) is a complex multi-varies nonlinear system with the
characteristics of time-varying, strong coupling and multi-interference. Wind speed is …
characteristics of time-varying, strong coupling and multi-interference. Wind speed is …
Predictive control of wind power ramping based on wind turbine load optimization
W Liu, Y Cui, Y Liu - 2015 - IET
A predictive control strategy considering ramping rate and power deviation is proposed,
which is based on wind turbine load optimization. The wind turbine load model is …
which is based on wind turbine load optimization. The wind turbine load model is …
Pitch Angle Control of Wind Generation System Based on Wind Speed Prediction
X You, B Zhou, Y Wang, X You, Q Zeng… - Frontier Academic Forum of …, 2022 - Springer
For limitation of mechanical and electrical load, wind power generator system (WPGS)
should keep constant power while running above nominal wind speed. Since hysteresis …
should keep constant power while running above nominal wind speed. Since hysteresis …
Pitch Control of wind turbines based on BP neural network PI
J Du, B Wang - Journal of Physics: Conference Series, 2020 - iopscience.iop.org
For wind turbine operating above the rated wind speed, the output power of the generator is
maintained near the rated power through pitch control. Due to the non-linear relationship …
maintained near the rated power through pitch control. Due to the non-linear relationship …
Coordinated control strategy of mppt and pitch angle of wind turbine generator based on neural network
F Hao, PAN Lei, P Xiu-fang… - 2019 IEEE Sustainable …, 2019 - ieeexplore.ieee.org
In order to maximize the exploited wind power and benefit from a wide range of the wind
speed, a novel combined maximum power point tracking (MPPT)-Pitch angle control is …
speed, a novel combined maximum power point tracking (MPPT)-Pitch angle control is …
Control strategy of maximum wind energy capture of direct-drive wind turbine generator based on neural-network
YF Ren, GQ Bao - 2010 Asia-Pacific Power and Energy …, 2010 - ieeexplore.ieee.org
The wind power varies mainly depending on the wind speed. Many methods have been
proposed to track the maximum power point (MPPT) of the wind, such as the fuzzy logic (FL) …
proposed to track the maximum power point (MPPT) of the wind, such as the fuzzy logic (FL) …