Journals Information
Advances in Energy and Power(CEASE PUBLICATION) Vol. 4(4), pp. 35 - 47
DOI: 10.13189/aep.2016.040401
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Modelling and Simulation for Used Genetic Algorithm Method to Speed Control of Three-phase Induction Motor
Joko Kusnandi *, Harnoko Stephanus , Sasongko Pramono Hadi
Department of Electrical Engineering, Technology Information Faculty, Engineering University, Indonesia
ABSTRACT
Optimization techniques are very well-known to improve the performance of Three-phase induction motor (TIM). Inverter and SVPWM method can be used for setting voltage and frequency appropriating with loads requirements. This study deals with the tuning of PID controller parameters to be used TIM. Genetic algorithm is used to tune each parameters of PID speed controller to improve the speed response performance of the TIM. PID-GA aims to minimize the error signal speed of TIM, reduce overshoot, and tune parameters of PID controller. The error signal speed of TIM has objective function from integrated error signal (ISE). Parameters of PID controller from optimization are used to the model of the closed-loop speed control of three-phase induction motor using PID. PID-GA has the best speed response. On the model of the closed-loop speed control of three-phase induction motor using PID, various load torque can result in decreasing flux stator and rotor, increasing current stator and rotor, and decreasing speed of the induction motor.
KEYWORDS
Three-phase Induction Motor, Inverter, SVPWM, Genetic Algorithm, PID
Cite This Paper in IEEE or APA Citation Styles
(a). IEEE Format:
[1] Joko Kusnandi , Harnoko Stephanus , Sasongko Pramono Hadi , "Modelling and Simulation for Used Genetic Algorithm Method to Speed Control of Three-phase Induction Motor," Advances in Energy and Power(CEASE PUBLICATION), Vol. 4, No. 4, pp. 35 - 47, 2016. DOI: 10.13189/aep.2016.040401.
(b). APA Format:
Joko Kusnandi , Harnoko Stephanus , Sasongko Pramono Hadi (2016). Modelling and Simulation for Used Genetic Algorithm Method to Speed Control of Three-phase Induction Motor. Advances in Energy and Power(CEASE PUBLICATION), 4(4), 35 - 47. DOI: 10.13189/aep.2016.040401.