Design of a Fractional Order Frequency PID Controller for an Islanded Microgrid: A Multi-Objective Extremal Optimization Method

[...]there are some recently reported frequency control methods based on fractional order proportional-integral-derivative (FOPID) controllers for islanded microgrids by using some intelligent optimization algorithms, e.g., Kriging-based surrogate modeling, called the KSM method [25], chaotic PSO ba...

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Veröffentlicht in:Energies (Basel) 2017-10, Vol.10 (10), p.1502
Hauptverfasser: Wang, Huan, Zeng, Guoqiang, Dai, Yuxing, Bi, Daqiang, Sun, Jingliao, Xie, Xiaoqing
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Sprache:eng
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Zusammenfassung:[...]there are some recently reported frequency control methods based on fractional order proportional-integral-derivative (FOPID) controllers for islanded microgrids by using some intelligent optimization algorithms, e.g., Kriging-based surrogate modeling, called the KSM method [25], chaotic PSO based fractional order fuzzy PID controller [26]. [...]how to design intelligent optimization methods especially multi-objective evolutionary algorithms to further improve the comprehensive performance of FOPID controllers for frequency control of islanded microgrids is of great practical significance. [...]the frequency control problem of an islanded microgrid based on a FOPID controller is formulated to a typical multi-objective optimization problem. [...]the proposed MOEO-FOPID can be considered as a competitive multi-objective optimization method for the fractional order frequency control of an islanded microgrid from the perspective- of the complexity of algorithm design and computational efficiency.
ISSN:1996-1073
1996-1073
DOI:10.3390/en10101502