Control Strategy of Maximum Wind Energy Capture of Direct-Drive Wind Turbine Generator Based on Neural-Network

2010 ◽  
Author(s):  
Y. F. Ren ◽  
G. Q. Bao
Keyword(s):  
Neural Network ◽  
Wind Energy ◽  
Wind Turbine ◽  
Control Strategy ◽  
Direct Drive ◽  
Turbine Generator ◽  
Energy Capture ◽  
Wind Turbine Generator ◽  
Maximum Wind

Maximum Wind Energy Capturing of Wind Turbine Generator Based on Adaptive Inverse Controller

2014 ◽  
Vol 494-495 ◽  
pp. 1825-1828
Author(s):  
Wan Zhao Wang ◽  
Jie Wang
Keyword(s):  
Wind Energy ◽  
Wind Turbine ◽  
Speed Ratio ◽  
Control Effect ◽  
Turbine Generator ◽  
Adaptive Inverse Control ◽  
Inverse Control ◽  
Wind Turbine Generator ◽  
Maximum Wind ◽  
Control Scheme

The variable speed wind turbine generator exhibits serious nonlinearity, uncertainty and difficulty accurate modeling, conventional PID controller can't achieve ideal control effect. In this paper, an adaptive inverse control scheme based on neural network identification technology is proposed to solve the above problem. The scheme firstly uses online identification of one DRNN to obtain the Jacobian information of plant. On this basis, another DRNN identifies the inverse plant model which constitutes adaptive inverse control system as controller. The simulation results verify that the adaptive inverse control scheme has excellent adaptability and robustness, which can make the actual rotational speed of wind turbine rapidly track the set point to maintain the best tip-speed ratio in order to get maximum wind energy capture in the random wind conditions.

scholarly journals Fabrication of a Scaled MgB2 Racetrack Demonstrator Pole for a 10-MW Direct-Drive Wind Turbine Generator

2018 ◽  
Vol 28 (4) ◽  
pp. 1-5 ◽  
Author(s):  
Niklas Magnusson ◽  
Jan Christian Eliassen ◽  
Asger Bech Abrahamsen ◽  
Svein Magne Helleso ◽  
Magne Runde ◽  
...  
Keyword(s):  
Wind Turbine ◽  
Direct Drive ◽  
Turbine Generator ◽  
Wind Turbine Generator

Designing and Basic Experimental Validation of the World's First MW-Class Direct-Drive Superconducting Wind Turbine Generator

2019 ◽  
Vol 34 (4) ◽  
pp. 2218-2225 ◽  
Author(s):  
Xiaowei Song ◽  
Anne Bergen ◽  
Tiemo Winkler ◽  
Sander Wessel ◽  
Marcel ter Brake ◽  
...  
Keyword(s):  
Wind Turbine ◽  
Experimental Validation ◽  
Direct Drive ◽  
Turbine Generator ◽  
Wind Turbine Generator

Research on maximum wind energy capture control strategy

2010 ◽  
Author(s):  
Xingjia Yao ◽  
Shu Liu ◽  
Xiaodong Wang ◽  
Hongliang Jiang ◽  
Faming Sui ◽  
...  
Keyword(s):  
Wind Energy ◽  
Control Strategy ◽  
Energy Capture ◽  
Maximum Wind
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