An on-line PID parameters optimization control for wind power generation system based on genetic algorithm. (a) Structure chart of anti-saturation PID control. (b) Struct...
Abstract:
An on-line PID parameter optimization control for the wind power generation system based on a genetic algorithm is proposed in this paper. Firstly, the anti-saturation PI...Show MoreMetadata
Abstract:
An on-line PID parameter optimization control for the wind power generation system based on a genetic algorithm is proposed in this paper. Firstly, the anti-saturation PID control strategy is involved with considering the instability and complexity of the wind power source. Further, a genetic algorithm is introduced for an on-line optimization of the PID parameters. The simulation studies are carried out on a control model of wind power, using MATLAB simulation system. It is demonstrated that the proposed control strategy can not only solve the integral saturation, but also suppress the harmonics in the output waveform and enhance the power factor of system.
An on-line PID parameters optimization control for wind power generation system based on genetic algorithm. (a) Structure chart of anti-saturation PID control. (b) Struct...
Published in: IEEE Access ( Volume: 8)
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- IEEE Keywords
- Index Terms
- Optimal Parameters ,
- Wind Power ,
- Online Control ,
- Wind Power Generation ,
- Online Optimization ,
- Online Parameter ,
- PID Parameters ,
- Wind Power Generation Systems ,
- Online Optimal Control ,
- Control Strategy ,
- Waveform ,
- Power Factor ,
- Proportional-integral-derivative ,
- Simulation Model ,
- Convergence Rate ,
- Nonlinear Systems ,
- Input Signal ,
- Physical Methods ,
- Step Change ,
- Power Control ,
- Power Quality ,
- Wind Farm ,
- Experimental Prototype ,
- Vertical Coordinate
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Optimal Parameters ,
- Wind Power ,
- Online Control ,
- Wind Power Generation ,
- Online Optimization ,
- Online Parameter ,
- PID Parameters ,
- Wind Power Generation Systems ,
- Online Optimal Control ,
- Control Strategy ,
- Waveform ,
- Power Factor ,
- Proportional-integral-derivative ,
- Simulation Model ,
- Convergence Rate ,
- Nonlinear Systems ,
- Input Signal ,
- Physical Methods ,
- Step Change ,
- Power Control ,
- Power Quality ,
- Wind Farm ,
- Experimental Prototype ,
- Vertical Coordinate
- Author Keywords