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
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;
Conference_Titel :
Engineering of Modern Electric Systems (EMES), 2015 13th International Conference on
Conference_Location :
Oradea
Print_ISBN :
978-1-4799-7649-2
DOI :
10.1109/EMES.2015.7158407
