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Optimization of PID controller in AVR system by using ant lion optimizer algorithm

izvorni znanstveni rad

izvorni znanstveni rad

Optimization of PID controller in AVR system by using ant lion optimizer algorithm

Vrsta prilog sa skupa (u zborniku)
Tip izvorni znanstveni rad
Godina 2018
Nadređena publikacija MIPRO 2018, 41st International Convention Proceedings
Stranice str. 1768-1772
DOI 10.23919/mipro.2018.8400274
ISSN 1847-3938
EISSN 1847-3946
Status objavljeno

Sažetak

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.

Ključne riječi

Ant Lion Optimizer, Automatic Voltage Regulation, PID Controller