Optimization of PID controller in AVR system by using ant lion optimizer algorithm (CROSBI ID 688819)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Špoljarić, Tomislav ; Lušetić, Chris ; Šimović, Vladimir
engleski
Optimization of PID controller in AVR system by using ant lion optimizer algorithm
In this paper a novel optimization algorithm is proposed for efficient tuning of AVR controller in a closed loop generator control model. Ant lion optimizer is applied for fine tuning of PID controller parameters through model simulation and testing. A proposed algorithm uses single objective optimization method for acquiring an objective function's minimum. Several testing cases are used for simulation purposes and in all these cases a novel optimization method is compared with other swarm intelligence algorithms which have already been implemented as AVR controller optimization methods.
Ant Lion Optimizer, Automatic Voltage Regulation, PID Controller
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Podaci o prilogu
1768-1772.
2018.
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objavljeno
10.23919/mipro.2018.8400274
Podaci o matičnoj publikaciji
MIPRO 2018, 41st International Convention Proceedings
Institute of Electrical and Electronics Engineers (IEEE)
1847-3938
1847-3946
Podaci o skupu
MIPRO 2018
predavanje
21.05.2018-25.05.2018
Opatija, Hrvatska