Context awareness-based disaggregation of residential load consumption

Jaeyeong Yoo, Byungsung Park, Kyeon Hur

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

8 Citations (Scopus)

Abstract

This paper proposes a practical and accurate algorithm for capturing load information from the raw metering data based on the context awareness, exploiting the dependency of user location from a sensor network on its energy use from a smart meter. Systematic rules have been developed for defining relevant context and for disaggregating the electrical energy consumption (EEC). Details of the algorithm are presented and its efficacy is demonstrated through simulation for residential load consumption. Unlike the existing load monitoring, the proposed method can be easily implemented in a smart meter and can distinguish between two loads even with the same active and reactive power consumptions. The proposed technique is envisioned to help advance the smart metering technology by informing consumers of their energy usage in reference to their behavior and allowing them to economize their energy use.

Original languageEnglish
Title of host publicationProceedings of the 18th IFAC World Congress
PublisherIFAC Secretariat
Pages13691-13695
Number of pages5
Edition1 PART 1
ISBN (Print)9783902661937
DOIs
Publication statusPublished - 2011 Jan 1

Publication series

NameIFAC Proceedings Volumes (IFAC-PapersOnline)
Number1 PART 1
Volume44
ISSN (Print)1474-6670

Fingerprint

Smart meters
Reactive power
Sensor networks
Electric power utilization
Energy utilization
Monitoring

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering

Cite this

Yoo, J., Park, B., & Hur, K. (2011). Context awareness-based disaggregation of residential load consumption. In Proceedings of the 18th IFAC World Congress (1 PART 1 ed., pp. 13691-13695). (IFAC Proceedings Volumes (IFAC-PapersOnline); Vol. 44, No. 1 PART 1). IFAC Secretariat. https://doi.org/10.3182/20110828-6-IT-1002.01783
Yoo, Jaeyeong ; Park, Byungsung ; Hur, Kyeon. / Context awareness-based disaggregation of residential load consumption. Proceedings of the 18th IFAC World Congress. 1 PART 1. ed. IFAC Secretariat, 2011. pp. 13691-13695 (IFAC Proceedings Volumes (IFAC-PapersOnline); 1 PART 1).
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Yoo, J, Park, B & Hur, K 2011, Context awareness-based disaggregation of residential load consumption. in Proceedings of the 18th IFAC World Congress. 1 PART 1 edn, IFAC Proceedings Volumes (IFAC-PapersOnline), no. 1 PART 1, vol. 44, IFAC Secretariat, pp. 13691-13695. https://doi.org/10.3182/20110828-6-IT-1002.01783

Context awareness-based disaggregation of residential load consumption. / Yoo, Jaeyeong; Park, Byungsung; Hur, Kyeon.

Proceedings of the 18th IFAC World Congress. 1 PART 1. ed. IFAC Secretariat, 2011. p. 13691-13695 (IFAC Proceedings Volumes (IFAC-PapersOnline); Vol. 44, No. 1 PART 1).

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

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Yoo J, Park B, Hur K. Context awareness-based disaggregation of residential load consumption. In Proceedings of the 18th IFAC World Congress. 1 PART 1 ed. IFAC Secretariat. 2011. p. 13691-13695. (IFAC Proceedings Volumes (IFAC-PapersOnline); 1 PART 1). https://doi.org/10.3182/20110828-6-IT-1002.01783