Title :
Data-Based Predictive Controller for a Coordinate Control System in Power Plants
Author :
Zhang, Jianhua ; Dong, Fei ; Wang, Yunze ; Hou, Guolian
Author_Institution :
Dept. of Autom., North China Electr. Power Univ., Beijing
Abstract :
This paper presents a novel control method for coordinate control systems in power plants by combining data mining techniques with predictive control strategy. The dynamic characteristics of a power plant are represented by some local models, which can be obtained by data mining. In particular, incorporating local modeling into predictive control, the approach for controlling boiler-turbine coordinate system in power plants is presented. Moreover, the procedures to implement the proposed method are summarized. Finally, simulation results are provided to demonstrate the effectiveness
Keywords :
boilers; data mining; power system control; predictive control; steam turbines; controlling boiler-turbine coordinate system; coordinate control system; data mining; data-based predictive controller; power plants; predictive control strategy; Adaptive control; Automatic control; Automation; Control system synthesis; Control systems; Data mining; Power generation; Power system modeling; Predictive control; Predictive models; Predictive control; coordinate control; data mining; power plant;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1713447
