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

Nurhidayah Khamis, Ching Sin Tan, Chin Hock Goh

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

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.

Original languageEnglish
Title of host publication2018 IEEE 7th International Conference on Power and Energy, PECon 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages128-131
Number of pages4
ISBN (Electronic)9781538654316
DOIs
Publication statusPublished - 02 Jul 2018
Event7th IEEE International Conference on Power and Energy, PECon 2018 - Kuala Lumpur, Malaysia
Duration: 03 Dec 201804 Dec 2018

Publication series

Name2018 IEEE 7th International Conference on Power and Energy, PECon 2018

Conference

Conference7th IEEE International Conference on Power and Energy, PECon 2018
CountryMalaysia
CityKuala Lumpur
Period03/12/1804/12/18

Fingerprint

Smart meters
Electricity

All Science Journal Classification (ASJC) codes

  • Fuel Technology
  • Energy Engineering and Power Technology

Cite this

Khamis, N., Tan, C. S., & Goh, C. H. (2018). Segmentation of Residential Customer Load Profile in Peninsular Malaysia using Jenks Natural Breaks. In 2018 IEEE 7th International Conference on Power and Energy, PECon 2018 (pp. 128-131). [8684113] (2018 IEEE 7th International Conference on Power and Energy, PECon 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/PECON.2018.8684113
Khamis, Nurhidayah ; Tan, Ching Sin ; Goh, Chin Hock. / Segmentation of Residential Customer Load Profile in Peninsular Malaysia using Jenks Natural Breaks. 2018 IEEE 7th International Conference on Power and Energy, PECon 2018. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 128-131 (2018 IEEE 7th International Conference on Power and Energy, PECon 2018).
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Khamis, N, Tan, CS & Goh, CH 2018, Segmentation of Residential Customer Load Profile in Peninsular Malaysia using Jenks Natural Breaks. in 2018 IEEE 7th International Conference on Power and Energy, PECon 2018., 8684113, 2018 IEEE 7th International Conference on Power and Energy, PECon 2018, Institute of Electrical and Electronics Engineers Inc., pp. 128-131, 7th IEEE International Conference on Power and Energy, PECon 2018, Kuala Lumpur, Malaysia, 03/12/18. https://doi.org/10.1109/PECON.2018.8684113

Segmentation of Residential Customer Load Profile in Peninsular Malaysia using Jenks Natural Breaks. / Khamis, Nurhidayah; Tan, Ching Sin; Goh, Chin Hock.

2018 IEEE 7th International Conference on Power and Energy, PECon 2018. Institute of Electrical and Electronics Engineers Inc., 2018. p. 128-131 8684113 (2018 IEEE 7th International Conference on Power and Energy, PECon 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Khamis N, Tan CS, Goh CH. Segmentation of Residential Customer Load Profile in Peninsular Malaysia using Jenks Natural Breaks. In 2018 IEEE 7th International Conference on Power and Energy, PECon 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 128-131. 8684113. (2018 IEEE 7th International Conference on Power and Energy, PECon 2018). https://doi.org/10.1109/PECON.2018.8684113