This paper introduces a kind of system identification method based on multi-layers FNN, and it also use GA to improve that method to some degree. We can use MATLAB in the programming process in order to achieve that method. We have applied this vindication method into the temperature controlling mode of air-condition system. The facts illustrate that the idea is very successful.
Keywords. System Identification; Fuzzy Neural Network; Genetic Algorithm; The Air-Conditioning Temperature Control
References
G.Cembrano Optimal control of a water distribution network in a supervisory control system, Control Engineering Practice,March, 2000
Y.H. Wang etc. Simulation Study of Structure Optimization in Fuzzy Neural Network (FNN) with genetic algorithm (GA) The Fourth World Congress on Intelligent Control and Automation(WCICA2002) IEEE Press Shanghai, China, June 10~14, 2002
Yahui Wang Xuejun Hao Yang Zhao etc. The Study on Automatic Measure Technique in Lab for The Inside of Green Buildings Journal of Apparatus and Meter, No.4, 2003
How to cite this article
Wang, Y., Hao, X. and Liu, X. (2005). 'An Application of Multi-layers FNN with GA by MATLAB in The Air-Conditioning Temperature Control System Identification'. SET Proceedings, 4(1), pp. 324-328. https://doi.org/10.65582/set.2005.073
