Title :
Fuzzy neural network control of uncertain parameters system
Author :
Hu, Yu-Ling ; Qiao, Jun-fei
Author_Institution :
Beijing Univ. of Technol., China
Abstract :
According to the practical situation of wastewater treatment process, nonlinear model of activated sludge wastewater system is turned into uncertain parameters model. To this model, controllability and stability analysis are given and a state feedback to improve its stability is designed. A fuzzy neural network controller is proposed for this model, and by means of simulation the result shows that such application is feasible. When compared with traditional fuzzy control, this fuzzy neural network control strategy shows excellent robust and good dynamic characteristics to control the above uncertain parameters system.
Keywords :
controllability; fuzzy control; fuzzy neural nets; neurocontrollers; nonlinear control systems; predictive control; sludge treatment; stability; state feedback; uncertain systems; wastewater treatment; activated sludge wastewater system; controllability; fuzzy neural network control; nonlinear model; stability analysis; state feedback; uncertain parameters system; wastewater treatment process; Control systems; Fuzzy control; Fuzzy neural networks; Inductors; Mathematical model; Recycling; Robust control; Stability analysis; Wastewater treatment; Water conservation;
Conference_Titel :
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN :
0-7803-8273-0
DOI :
10.1109/WCICA.2004.1342069