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The Comparison of Multiple Clustering Techniques to be Used in Transition to Zonal Electricity Market: A Case Study of Turkey

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dc.contributor.authorAL-Rawe, Salman Hasan Abdulhaleem
dc.contributor.authorBaysal, Mustafa
dc.contributor.authorTadesse, Yeabsira Yetagessu
dc.date.accessioned2026-06-27T14:52:58Z
dc.date.issued2023
dc.description.abstractDifferent pricing strategies can be used in the power market to boost competition. Different market structures are used by various electrical systems. Market structures that are frequently employed include uniform marginal pricing, zonal marginal pricing, and nodal marginal pricing. The establishment of price zones is essential for markets that want to switch from a uniform pricing structure to a more competitive zonal pricing structure in order to build a competitive market that produces reliable price signals. In this paper, eight different clustering methods were investigated in detection pricing zones in the Turkish electricity market. These methods are Affinity Propagation, Agglomerative, Birch, DBSCAN, OPTICS, Kmeans, MeanShift, and MiniBatch Kmeans clustering.en
dc.description.urihttps://doi.org/10.1109/gpecom58364.2023.10175755
dc.identifier.doi10.1109/gpecom58364.2023.10175755
dc.identifier.endpage471
dc.identifier.isbn979-8-3503-0198-4
dc.identifier.issn2832-7667
dc.identifier.startpage466
dc.identifier.urihttps://hdl.handle.net/20.500.14981/65789
dc.identifier.wos001043011400079
dc.language.isoeng
dc.publisherIEEE
dc.relation.conference5th IEEE Global Power, Energy and Communication Conference (GPECOM)
dc.relation.ispartof2023 5TH GLOBAL POWER, ENERGY AND COMMUNICATION CONFERENCE, GPECOM
dc.subjectclustering
dc.subjectforecasting
dc.subjectzonal pricing
dc.subjectelectricity market
dc.subjectEngineering
dc.subjectTelecommunications
dc.subjectTransportation
dc.titleThe Comparison of Multiple Clustering Techniques to be Used in Transition to Zonal Electricity Market: A Case Study of Turkey
dc.typeProceedings Paper
dspace.entity.typePublication
local.import.sourceWOS

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