Publication:
Segmentation of Residential Customer Load Profile in Peninsular Malaysia using Jenks Natural Breaks

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dc.citedby17
dc.contributor.authorKhamis N.en_US
dc.contributor.authorSin T.C.en_US
dc.contributor.authorHock G.C.en_US
dc.contributor.authorid56469191300en_US
dc.contributor.authorid55363559700en_US
dc.contributor.authorid16021614500en_US
dc.date.accessioned2023-05-29T06:51:46Z
dc.date.available2023-05-29T06:51:46Z
dc.date.issued2018
dc.descriptionElectric power measurement; Image segmentation; Random processes; Sales; Load profiles; Off-Peak; Peak; Residential customers; Time duration; Time of use; Housingen_US
dc.description.abstractThis paper presented two time periods segmentation based on the six (6) actual residential customers load profile data collected from the Smart Saver pilot project implemented in Peninsular Malaysia using Jenks Natural Breaks. The load profile was collected through the smart meter installed in the residential area which has the capability of recording household electricity consumption at 30-minutes intervals or 48-time intervals in a day. A randomize 40-customer within �40% range based on the actual residential load profile were generated to determine the effect of the segmentation using the proposed method. A two periods segmentation using Jenks Natural Breaks was performed based on the randomization of the 40-customer load profiles. Time-of-Use periods are proposed for the residential customers in Peninsular Malaysia via the load profile collected. The results indicate that the time-of-use Peak period is between 7.00am to 7.00pm while the Off-Peak period is between 12.00am to 7.00am and 7.00pm-12.00pm. � 2018 IEEE.en_US
dc.description.natureFinalen_US
dc.identifier.ArtNo8684113
dc.identifier.doi10.1109/PECON.2018.8684113
dc.identifier.epage131
dc.identifier.scopus2-s2.0-85064735638
dc.identifier.spage128
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85064735638&doi=10.1109%2fPECON.2018.8684113&partnerID=40&md5=f99c2d8675c5484a83a57f1f92e6772b
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/23777
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.sourceScopus
dc.sourcetitle2018 IEEE 7th International Conference on Power and Energy, PECon 2018
dc.titleSegmentation of Residential Customer Load Profile in Peninsular Malaysia using Jenks Natural Breaksen_US
dc.typeConference Paperen_US
dspace.entity.typePublication
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