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

Volume

2

fYear

0

fDate

0-0 0

Firstpage

7613

Lastpage

7616

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on

Conference_Location

Dalian

Print_ISBN

1-4244-0332-4

Type

conf

DOI

10.1109/WCICA.2006.1713447

Filename

1713447