Title :
Parameter sensitivity study on a brushless DC motor using genetic algorithm - an optimization approach
Author :
Ganguly, Debarati ; Dasgupta, Dipten ; Chattopadhyay, Ajit K.
Author_Institution :
Dept. of Electr. Eng., Deemed Univ., Agra, India
Abstract :
This paper aims to find out the effect of the variation of the design parameters, particularly, the stator resistance and the d-q axes inductances of a brushless DC motor on its performance indices with the help of a non-conventional optimization technique. The objective is to find such values of these parameters that maximize the efficiency and minimize the torque ripple. The genetic algorithm is found to yield better results when compared to other conventional optimization methods.
Keywords :
brushless DC motors; genetic algorithms; stators; torque; brushless DC motor; genetic algorithm; nonconventional optimization technique; parameter sensitivity; stator resistance; torque ripple minimization; AC motors; Brushless DC motors; DC motors; Educational institutions; Genetic algorithms; Magnetic flux; Permanent magnet motors; Rotors; Stators; Torque;
Conference_Titel :
Power System Technology, 2004. PowerCon 2004. 2004 International Conference on
Print_ISBN :
0-7803-8610-8
DOI :
10.1109/ICPST.2004.1460052