Title :
An Adaptive Dynamic Matrix Control of a Boiler-Turbine System Using Fuzzy Inference
Author :
Moon, Un-Chul ; Lee, Seung-Chul ; Lee, Kwang Y.
Author_Institution :
ChungAng Univ., Seoul
Abstract :
This paper proposes an adaptive dynamic matrix control (DMC) using fuzzy inference and its application to boiler-turbine system. In a conventional DMC, object system is described as a step response model (SRM). However, a nonlinear system is not effectively described as a single SRM. In this paper, nine SRMs at various operating points are represented as fuzzy inference rules. On-line fuzzy inference is performed at every sampling step to find the suitable SRM. Therefore, the proposed adaptive DMC can consider the nonlinearity of boiler-turbine system. The simulation results show satisfactory result with wide range operation of boiler-turbine system.
Keywords :
adaptive control; boilers; fuzzy reasoning; power generation control; turbines; adaptive dynamic matrix control; boiler-turbine system; fuzzy inference; nonlinear system; step response model; Adaptive control; Control systems; Fuzzy control; Fuzzy systems; Moon; Nonlinear dynamical systems; Power generation; Power system modeling; Programmable control; Temperature control; Power generation control; adaptive control; boiler-turbine control; dynamic matrix control; fuzzy inference;
Conference_Titel :
Intelligent Systems Applications to Power Systems, 2007. ISAP 2007. International Conference on
Conference_Location :
Toki Messe, Niigata
Print_ISBN :
978-986-01-2607-5
Electronic_ISBN :
978-986-01-2607-5
DOI :
10.1109/ISAP.2007.4441676