Design of (FPID) controller for Automatic Voltage Regulator using Differential Evolution Algorithm

Design of (FPID) controller for Automatic Voltage Regulator using Differential Evolution Algorithm

Автор: Nasir Ahmad Alawad, Nora Ghani Rahman

Журнал: International Journal of Modern Education and Computer Science @ijmecs

Статья в выпуске: 12 vol.11, 2019 года.

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This article presents Differential Evolution (DE) to determine optimum fractional proportional-integral-derivative (FPID) controller parameters for model decrease of an automatic voltage controller (AVR) system. The suggested strategy is a straightforward yet efficient algorithm with balanced capacities for exploration and exploitation to efficiently search for space alternatives to find the best outcome. The algorithm's simplicity offers quick and high-quality tuning of optimum parameters for the FPID controller. A time domain performance index is used to validate the suggested DE-FPID controller. The proposed technique was discovered productive and hearty in improving the transient response of AVR framework contrasted with the PID controllers based - Ziegler-Nichols (ZN), FPID based - Invasive Weed Optimization (IWO),FPID based-Sine-Cosine algorithmn (SCA) tuning strategies.

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Automatic voltage regulator, DE , IWO, SCA, BB algorithms, MATLAB.

Короткий адрес: https://sciup.org/15017150

IDR: 15017150   |   DOI: 10.5815/ijmecs.2019.12.03

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