Title :
Design of Clustering Adaptive Fuzzy Controller of Drum Boiler Superheat Temperature Based on Genetic Algorithm
Author :
Xinbin, Li ; Chunxia, Dou ; Xiaohong, Nian
Author_Institution :
Yanshan Univ., Qinhuangdao
Abstract :
Based on the combination of clustering algorithm and fuzzy control, a kind of clustering adaptive fuzzy controller is designed and applied to the nonlinear big-lagged superheat temperature system of drum boiler. The subjection parameters of the fuzzy controller are optimized by improved genetic algorithm. The problem of nonlinear and time-delay for superheat temperature system is solved effectively. Simulation results show that the proposed project has satisfying control performance and further prospects for its engineering applications.
Keywords :
adaptive control; boilers; control system synthesis; delays; fuzzy control; genetic algorithms; nonlinear control systems; power generation control; temperature control; adaptive fuzzy controller clustering; drum boiler superheat temperature; genetic algorithm; nonlinear big-lagged superheat temperature system; nonlinear system; time-delay; Adaptive control; Algorithm design and analysis; Boilers; Clustering algorithms; Fuzzy control; Fuzzy systems; Genetic algorithms; Nonlinear control systems; Programmable control; Temperature control; Clustering algorithm; Fuzzy control; Genetic algorithm; Superheat temperature;
Conference_Titel :
Control Conference, 2007. CCC 2007. Chinese
Conference_Location :
Hunan
Print_ISBN :
978-7-81124-055-9
Electronic_ISBN :
978-7-900719-22-5
DOI :
10.1109/CHICC.2006.4347087
