Segmentation of Residential Customer Load Profile in Peninsular Malaysia using Jenks Natural Breaks
Electric power measurement; Image segmentation; Random processes; Sales; Load profiles; Off-Peak; Peak; Residential customers; Time duration; Time of use; Housing
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Institute of Electrical and Electronics Engineers Inc.
2023
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| _version_ | 1833409772095799296 |
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| author | Khamis N. Sin T.C. Hock G.C. |
| author2 | 56469191300 |
| author_facet | 56469191300 Khamis N. Sin T.C. Hock G.C. |
| author_sort | Khamis N. |
| building | UNITEN Library |
| collection | Institutional Repository |
| content_provider | Universiti Tenaga Nasional |
| content_source | UNITEN Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Electric power measurement; Image segmentation; Random processes; Sales; Load profiles; Off-Peak; Peak; Residential customers; Time duration; Time of use; Housing |
| format | Conference Paper |
| id | my.uniten.dspace-23777 |
| institution | Universiti Tenaga Nasional |
| publishDate | 2023 |
| publisher | Institute of Electrical and Electronics Engineers Inc. |
| record_format | dspace |
| spelling | my.uniten.dspace-237772023-05-29T14:51:46Z Segmentation of Residential Customer Load Profile in Peninsular Malaysia using Jenks Natural Breaks Khamis N. Sin T.C. Hock G.C. 56469191300 55363559700 16021614500 Electric power measurement; Image segmentation; Random processes; Sales; Load profiles; Off-Peak; Peak; Residential customers; Time duration; Time of use; Housing This 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. Final 2023-05-29T06:51:46Z 2023-05-29T06:51:46Z 2018 Conference Paper 10.1109/PECON.2018.8684113 2-s2.0-85064735638 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85064735638&doi=10.1109%2fPECON.2018.8684113&partnerID=40&md5=f99c2d8675c5484a83a57f1f92e6772b https://irepository.uniten.edu.my/handle/123456789/23777 8684113 128 131 Institute of Electrical and Electronics Engineers Inc. Scopus |
| spellingShingle | Khamis N. Sin T.C. Hock G.C. Segmentation of Residential Customer Load Profile in Peninsular Malaysia using Jenks Natural Breaks |
| title | Segmentation of Residential Customer Load Profile in Peninsular Malaysia using Jenks Natural Breaks |
| title_full | Segmentation of Residential Customer Load Profile in Peninsular Malaysia using Jenks Natural Breaks |
| title_fullStr | Segmentation of Residential Customer Load Profile in Peninsular Malaysia using Jenks Natural Breaks |
| title_full_unstemmed | Segmentation of Residential Customer Load Profile in Peninsular Malaysia using Jenks Natural Breaks |
| title_short | Segmentation of Residential Customer Load Profile in Peninsular Malaysia using Jenks Natural Breaks |
| title_sort | segmentation of residential customer load profile in peninsular malaysia using jenks natural breaks |
| url_provider | http://dspace.uniten.edu.my/ |