Title :
Decoupling control based on support machines ath-order inversion for the boiler-turbine coordinate systems
Author :
Liu, Zhao-lei ; Zheng, En-hui ; Sun, Jian ; Le Chen
Author_Institution :
China Jiliang Univ., Hangzhou, China
Abstract :
A boiler-turbine unit is a typical multi-input multi-output (MIMO) industrial control system in power plant, which has nonlinear and couple characteristics. As there exist strong couplings between main steam pressure and power output, we present a new coordinated control strategy: ath-order inverse system method based on Support Vector Machine (SVM). Cascading SVM inversion with the original system can form a pseudo-linear system. Then we can solve the problem of nonlinear system by the traditional linear system methods. Simulations show that this strategy has good control performance and can be implanted for engineering.
Keywords :
MIMO systems; boilers; control engineering computing; industrial control; support vector machines; turbines; ath-order inverse system method; boiler-turbine coordinate systems; boiler-turbine unit; decoupling control; main steam pressure; multiinput multioutput industrial control system; nonlinear system; power output; power plant; pseudolinear system; support machines ath-order inversion; support vector machine; Control systems; Couplings; Interconnected systems; MIMO; Machine learning; Mathematical model; Support vector machines; Support vector machines; boiler-turbine; decoupling; inverse system method;
Conference_Titel :
Control and Decision Conference (CCDC), 2011 Chinese
Conference_Location :
Mianyang
Print_ISBN :
978-1-4244-8737-0
DOI :
10.1109/CCDC.2011.5968653