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Takagi-sugeno type 1-2 fuzzy linear output controller for two-area load frequency control

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dc.citedby2
dc.contributor.authorMersadek M.en_US
dc.contributor.authorNagi F.en_US
dc.contributor.authorPermal N.en_US
dc.contributor.authorRamasamy A.A.P.en_US
dc.contributor.authorAzwin A.en_US
dc.contributor.authorid58570931400en_US
dc.contributor.authorid56272534200en_US
dc.contributor.authorid56781496300en_US
dc.contributor.authorid16023154400en_US
dc.contributor.authorid57201882059en_US
dc.date.accessioned2025-03-03T07:41:36Z
dc.date.available2025-03-03T07:41:36Z
dc.date.issued2024
dc.description.abstractThis paper presents a Takagi-Sugeno (T-S) fuzzy type 1?2 controller for load frequency control (LFC). Most of the fuzzy controllers implemented for LFC in the past have Mamdani inference. Mamdani inferences give a fuzzy set that is defuzzified to form an output, whereas the T-S inference doesn't require defuzzification as its output is either constant or 1st order linear polynomial expression of inputs. T-S linear output dependency on its inputs helps it operate at different operating conditions of a dynamic nonlinear system. In this work, a combination of both constant and linear outputs for T-S fuzzy are used to implement a controller for LFC. A two-area tie-line power system is used for demonstration purposes. LFC has gained more importance with the introduction of deregulated renewable energy sources (RES) access to the grid. The proposed controller demonstrates higher stability for almost 30% load variation than its predecessors? fuzzy controllers. ? 2024en_US
dc.description.natureFinalen_US
dc.identifier.ArtNo200083
dc.identifier.doi10.1016/j.sasc.2024.200083
dc.identifier.scopus2-s2.0-85186263548
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85186263548&doi=10.1016%2fj.sasc.2024.200083&partnerID=40&md5=19a73d9e1ab1c990b85ea083ff1cfd05
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/36218
dc.identifier.volume6
dc.publisherAcademic Pressen_US
dc.relation.ispartofAll Open Access; Hybrid Gold Open Access
dc.sourceScopus
dc.sourcetitleSystems and Soft Computing
dc.subjectElectric control equipment
dc.subjectElectric frequency control
dc.subjectEnergy policy
dc.subjectFuzzy inference
dc.subjectPress load control
dc.subjectRenewable energy
dc.subjectEnergy regulation
dc.subjectEuler solver
dc.subjectFuzzy gain schedule proportional control
dc.subjectGain schedule
dc.subjectImplicit euler solv
dc.subjectLoad-frequency control
dc.subjectProportional control
dc.subjectTakagi-sugeno
dc.subjectTakagi-Sugeno fuzzy controllers
dc.subjectTie-line controls
dc.subjectControllers
dc.titleTakagi-sugeno type 1-2 fuzzy linear output controller for two-area load frequency controlen_US
dc.typeArticleen_US
dspace.entity.typePublication
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