DocumentCode :
1691888
Title :
Decoupling control for doubly fed hydro-generator system based on CMAC & PID
Author :
Guo, Aiwen ; Li, Jinping
fYear :
2010
Firstpage :
4798
Lastpage :
4801
Abstract :
A multivariate self-adapting decoupling control method based on CMAC and PID was proposed in this paper. The control strategy utilizes PID controller and CMAC to combine a composite controller. Using the composite controller, the strong coupled time-varying system can be decoupled and controlled easily. The doubly fed hydro-generator system is a novel type of hydraulic generation system. Considering the performances of uncertain and nonlinear as well as parameters coupling and time-variation for three parts of water flux, hydro-turbine and generator, the integration of CMAC and PID control strategy is introduced. By comparison with the conventional PID control, the results of simulation show that hydro-generator system is good robustness against system parameters uncertainly and load disturbance.
Keywords :
cerebellar model arithmetic computers; hydroelectric generators; neurocontrollers; nonlinear control systems; power generation control; self-adjusting systems; three-term control; uncertain systems; CMAC neural network; PID controller; doubly fed hydro-generator system; hydraulic generation system; hydro-turbine; load disturbance; multivariate self-adapting decoupling control method; parameters uncertainly; water flux; Artificial neural networks; Control systems; Generators; Load modeling; Robustness; Rotors; Stability analysis; CMAC neural network; PID; decoupling control; doubly fed hydro-generator system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
Type :
conf
DOI :
10.1109/WCICA.2010.5554613
Filename :
5554613
Link To Document :
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