Title :
Analysis and design of control systems using artificial intelligence
Author :
Gouda, O.E. ; Gafary, A.A. ; Amer, G.M. ; Salim, O.M.
Author_Institution :
Fac. of Eng, Cairo Univ., Cairo, Egypt
Abstract :
This paper introduces a comparative study between conventional speed controllers of DC motor and an artificial intelligent speed controller showing the advantages of artificial intelligent controller over the conventional ones. All conventional controllers are implemented practically using a data acquisition card. Practical results are compared with simulation results for conventional controllers. Design of artificial neural network controller is presented in this paper, the DC motor can be made to follow any arbitrarily selected speed, and the purpose is to achieve a fast and accurate speed controller.
Keywords :
DC motors; angular velocity control; data acquisition; neurocontrollers; DC motor; artificial neural network controller; data acquisition card; speed controller; Artificial intelligence; Artificial neural networks; Control systems; DC motors; Data acquisition; Equations; Mathematical model; Power system modeling; Pulse width modulation; Torque; Artificial Neural Network; Choppers; Data Acquisition Card; PWM; Speed Controllers;
Conference_Titel :
Power Systems Conference, 2006. MEPCON 2006. Eleventh International Middle East
Conference_Location :
El-Minia
Print_ISBN :
978-1-4244-5111-1
