Electrical Fault Diagnostic System Based on the Kohonen Neural Network Classifier

2018 ◽  
Author(s):  
Marcin Wolkiewicz ◽  
Maciej Skowron ◽  
Czeslaw T. Kowalski
Keyword(s):  
Neural Network ◽  
Diagnostic System ◽  
Neural Network Classifier ◽  
Kohonen Neural Network ◽  
Fault Diagnostic

Development of a neural network-based fault diagnostic system for solar thermal applications

Solar Energy ◽  
2008 ◽  
Vol 82 (2) ◽  
pp. 164-172 ◽  
Author(s):  
Soteris Kalogirou ◽  
Sylvain Lalot ◽  
Georgios Florides ◽  
Bernard Desmet
Keyword(s):  
Neural Network ◽  
Diagnostic System ◽  
Solar Thermal ◽  
Fault Diagnostic ◽  
Solar Thermal Applications

scholarly journals Classification of economic data into multiple classes by means of evolutionary methods

2013 ◽  
Vol 61 (7) ◽  
pp. 2445-2449
Author(s):  
Jiří Lýsek ◽  
Jiří Šťastný
Keyword(s):  
Neural Network ◽  
Czech Republic ◽  
Multilayer Perceptron ◽  
Consumer Behaviour ◽  
Neural Network Classifier ◽  
Economic Data ◽  
Kohonen Neural Network ◽  
Grammar Rules ◽  
Food Market

In this contribution we deal with an automatic classification of economic data into multiple classes. A classifier created by grammatical evolution is used to determine the data sample membership into one of the defined classes. The grammar rules used for classifier structure creation are presented. The performance of our classifier is compared with multilayer perceptron neural network classifier and Kohonen neural network classifier. We used a survey data of consumer behaviour in food market in Czech Republic.

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