DocumentCode
649879
Title
A new improved algorithm for speed control of Brushless DC motor
Author
Mahendiran, T.V. ; Thanushkodi, K.
Author_Institution
Coimbatore Institue of Eng. & Technol., Coimbatore, India
fYear
2013
fDate
3-3 July 2013
Firstpage
46
Lastpage
51
Abstract
In this work, a new hybrid algorithm has been developed by combining Particle Swarm Optimization (PSO) and Differential Evolution (DE) algorithms to obtain efficient speed control of Brushless Direct Current (BLDC) motor under various conditions. The results obtained are compared with those obtained using Fuzzy Logic Controller, Fuzzy Proportional Integral (PI) Controller and Particle Swarm Optimization (PSO) based Fuzzy PI Controller which have been developed for the same application, under the same conditions. The performance of all the controllers are analyzed under the operating conditions of, varying speed no load, varying speed at constant load, varying load at constant speed and varying speed and load simultaneously. The above-mentioned four algorithms have been developed and implemented in Matlab/ Simulink environment and it has been found that the speed regulation by the proposed hybrid PSODE-Fuzzy PI controller is well above the rated values.
Keywords
PI control; angular velocity control; brushless DC motors; evolutionary computation; fuzzy control; machine control; particle swarm optimisation; BLDC; Matlab-Simulink environment; brushless DC motor; differential evolution; fuzzy logic controller; fuzzy proportional integral controller; hybrid PSODE-fuzzy PI controller; particle swarm optimization; speed control; Brushless Direct Current (BLDC) motor; Differential Evolution (DE); Fuzzy Proportional Integral (PI) Controller; Particle Swarm Optimization (PSO); Speed Control;
fLanguage
English
Publisher
ieee
Conference_Titel
Current Trends in Engineering and Technology (ICCTET), 2013 International Conference on
Conference_Location
Coimbatore
Print_ISBN
978-1-4799-2583-4
Type
conf
DOI
10.1109/ICCTET.2013.6675909
Filename
6675909
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