DocumentCode
722728
Title
Optimal design of the microwave heating process using Neural Networks and Genetic Algorithms
Author
Coman, Simina ; Coman, Ovidiu ; Leuca, Teodor
Author_Institution
Dept. of Environ. Eng., Univ. of Oradea, Oradea, Romania
fYear
2015
fDate
11-12 June 2015
Firstpage
1
Lastpage
4
Abstract
The paper approaches the problem of modeling the microwave heating process using Neural Networks. The Neural Network was trained using Matlab and Comsol Multiphysics software. Numerical simulations were made in Comsol Multiphysics, obtaining the necessary input and output data to train the Neural Network. The training was made using Adaptive Neural Network tool from Matlab software.
Keywords
electrical engineering computing; genetic algorithms; microwave heating; neural nets; Comsol Multiphysics software; Matlab; adaptive neural network tool; genetic algorithms; microwave heating process; Biological neural networks; Data models; Electromagnetic heating; Mathematical model; Microwave theory and techniques; Optimization; Training; Genetic Algorithms; Neural Network; microwave; numerical simulation; wood;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering of Modern Electric Systems (EMES), 2015 13th International Conference on
Conference_Location
Oradea
Print_ISBN
978-1-4799-7649-2
Type
conf
DOI
10.1109/EMES.2015.7158407
Filename
7158407
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