Title :
Modeling of heat transfer process by using discrete fractional-order neural networks
Author :
Sierociuk, Dominik ; Petras, Ivo
Author_Institution :
Inst. of Control & Ind. Electron., Warsaw Univ. of Technol., Warsaw, Poland
Abstract :
This paper deals with a discrete fractional-order neural network and its application for modeling of a heat transfer process. Proposed neural network is implemented in Matlab/Simulink and applied to the heater which is a part of the equipment Armfield PCT40. Results obtained from experiments presented in the article show that the fractional-order neural network properly modeled the unknown dynamics.
Keywords :
heat transfer; mathematics computing; neural nets; physics computing; Armfield PCT40; Matlab; Simulink; discrete fractional-order neural networks; heat transfer process; Heating; Mathematical model; Solenoids;
Conference_Titel :
Methods and Models in Automation and Robotics (MMAR), 2011 16th International Conference on
Conference_Location :
Miedzyzdroje
Print_ISBN :
978-1-4577-0912-8
DOI :
10.1109/MMAR.2011.6031334