Title :
The Application of Neuro-Fuzzy Controller in the Washing Machine Control System
Author :
Gui-Juan, Wang ; Zuo-Xun, Wang ; Yan-Rong, Wu ; Hong-Dong, Xu
Author_Institution :
Sch. of Inf. & Electr. Eng., Shandong Jianzhu Univ., Jinan, China
Abstract :
In this paper, a neural network-based fuzzy controller is designed in the base of self-organizing fuzzy controller. With using L-M algorithm for BP network, and the MATLAB software to simulate the neuro-fuzzy controller that has been well trained in the washing machine control system.The comparative simulation results verify the feasibility of the control system.
Keywords :
backpropagation; control system synthesis; domestic appliances; fuzzy control; neurocontrollers; washing machines; BP network; L-M algorithm; MATLAB software; neural network-based fuzzy controller; self-organizing fuzzy controller; washing machine control; Control systems; Fuzzy control; Fuzzy logic; Fuzzy neural networks; Fuzzy reasoning; Fuzzy set theory; Fuzzy systems; Lighting control; Neural networks; Washing machines; BP Network; MATLAB; Neural Network; The Fuzzy Controller;
Conference_Titel :
Intelligent Computation Technology and Automation, 2009. ICICTA '09. Second International Conference on
Conference_Location :
Changsha, Hunan
Print_ISBN :
978-0-7695-3804-4
DOI :
10.1109/ICICTA.2009.433
