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dc.contributor.authorBarzegkar-Ntovom, Georgios A.
dc.contributor.authorCeylan, Oǧuzhan
dc.contributor.authorPapadopoulos, Theofilos A.
dc.contributor.authorYetkin, E. Fatih
dc.date.accessioned2019-06-27T08:00:52Z
dc.date.available2019-06-27T08:00:52Z
dc.date.issued2018
dc.identifier.isbn978-1-5386-2910-9
dc.identifier.urihttps://hdl.handle.net/20.500.12469/133
dc.identifier.urihttps://doi.org/10.1109/UPEC.2018.8541940
dc.description.abstractIn this paper a new generic load modelling procedure is proposed based on the application of cluster analysis on load model parameters identified from measured dynamic responses. The performance of the proposed approach is assessed using measurements obtained from a low-voltage laboratory scale test configuration. In order to develop robust generalized load models applicable to a wide range of operating conditions different load compositions operating conditions and voltage disturbances are considered in the analysis. The findings of this paper verify the validity of the proposed generic modelling procedure and indicate robust results using the proposed methodology.
dc.language.isoEnglish
dc.publisherIEEE
dc.subjectclustering
dc.subjectfuzzy C-means
dc.subjectgeneric load modelling
dc.subjectk-means plus
dc.subjectk-medoids
dc.subjectmeta-heuristic algorithms
dc.titleGeneric dynamic load modelling using cluster analysis
dc.typeProceedings Paper
dc.relation.journal53rd International Universities Power Engineering Conference (UPEC)
dc.identifier.wosWOS:000468972100088
dc.identifier.doi10.1109/UPEC.2018.8541940
dc.contributor.khasauthorCeylan, Oǧuzhan
dc.contributor.khasauthorYetkin, E. Fatih


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