Title :
Optimization of electrical apparatus based on compensated fuzzy neural network
Author :
Cao, Yundong ; Liu, Xiaoming ; Li, Feng ; Sun, Hongyan
Author_Institution :
Sch. of Electr. Eng., Shenyang Univ. of Technol.
Abstract :
In this paper, the combination of the fuzzy logic and the artificial neural network (ANN) has been introduced to optimize the electrical apparatus. And the approaching ability of the proposed method has been investigated using the typical testing functions. Moreover, the hybrid method of the compensated fuzzy logic ANN (CFNN) and the golden section has been proposed and applied to effectively optimize the electric apparatus
Keywords :
fuzzy logic; fuzzy neural nets; power apparatus; power engineering computing; artificial neural network; compensated fuzzy logic ANN; electrical apparatus; fuzzy neural network compensation; hybrid method; testing functions; Artificial neural networks; Automatic testing; Design optimization; Fuzzy logic; Fuzzy neural networks; Fuzzy reasoning; Fuzzy systems; Hybrid power systems; Optimization methods; Power system modeling;
Conference_Titel :
Electrical Machines and Systems, 2005. ICEMS 2005. Proceedings of the Eighth International Conference on
Conference_Location :
Nanjing
Print_ISBN :
7-5062-7407-8
DOI :
10.1109/ICEMS.2005.202949
