Design of optimal fuzzy logic-PID controller using bee colony optimization for frequency control in an isolated wind-diesel system

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dc.contributor.authorChaiyatham, T.
dc.contributor.authorNgamroo, I.
dc.contributor.authorPothiya, S.
dc.contributor.authorVachirasricirikul, S.
dc.date.accessioned2026-08-06T09:59:27Z
dc.date.available2026-08-06T09:59:27Z
dc.date.issued2009-12-16
dc.description.abstractGenerally, the inevitable problems in the fuzzy logic-PID (FLPID) control design are the trial and error of the setting of scale factors, membership functions and control rules. To solve these problems, this paper proposes the optimal FLPID controller design using bee colony optimization (BCO) for the load frequency control in the microglia system. The considered microgrid is the hybrid wind-diesel isolated system. The BCO is applied to automatically optimize the FLPID controllers of governor in the diesel side and blade pitch control in the wind side. Simulation studies show the superior robustness of the optimal FLPID against system parameters variation in comparison with the optimal PID controller and the non-optimal FLPID controller.
dc.identifier.citationTransmission and Distribution Conference and Exposition Asia and Pacific T and D Asia 2009, 2009
dc.identifier.doi10.1109/TD-ASIA.2009.5356804
dc.identifier.other2-s2.0-76249096155
dc.identifier.urihttps://dspace.kmitl.ac.th/handle/123456789/2832
dc.sourceTransmission and Distribution Conference and Exposition Asia and Pacific T and D Asia 2009
dc.subjectBee colony optimization
dc.subjectFrequency control
dc.subjectFuzzy logic-PID controller
dc.subjectIsolated winddiesel generation system
dc.subjectMicrogrid system
dc.titleDesign of optimal fuzzy logic-PID controller using bee colony optimization for frequency control in an isolated wind-diesel system
dc.typeConference Paper

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