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

Volume

2

fYear

2006

fDate

19-21 Dec. 2006

Firstpage

503

Lastpage

508

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Power Systems Conference, 2006. MEPCON 2006. Eleventh International Middle East

Conference_Location

El-Minia

Print_ISBN

978-1-4244-5111-1

Type

conf

Filename

5372432