Title :
Model free online adaptive feedback control with FuNe I AFC neuro-fuzzy system
Author :
Chang, Bill C H ; Halgamuge, Saman
Author_Institution :
Dept. of Mech. & Manuf. Eng., Melbourne Univ., Parkville, Vic., Australia
Abstract :
FuNe I AFC fuzzy system is useful in mapping into a neural network that utilises the advantages of both neural and fuzzy systems. FuNe I architecture, previously used in classification applications, had been modified for feedback control adding a feedback at its output. The simulation results show that adaptive control of a real plant can be achieved without any prior knowledge of plant using this technique. Authors are currently developing optimization algorithms for the proposed architecture
Keywords :
adaptive control; feedback; fuzzy neural nets; real-time systems; FuNe I; adaptive control; feedback control; fuzzy neural nets; Adaptive control; Automatic frequency control; Error correction; Feedback control; Fuzzy neural networks; Fuzzy systems; Neurofeedback; Neurons; Programmable control; Regulators;
Conference_Titel :
Fuzzy Systems, 2000. FUZZ IEEE 2000. The Ninth IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
0-7803-5877-5
DOI :
10.1109/FUZZY.2000.839183
