An Innovator Nonintrusive Method for Disaggregating and Identifying Two Simultaneous Household Loads

Máximo Pérez-Romero, Enrique Romero-Cadaval, Adolfo Lozano-Tello, João Martins, Rui Lopes

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

1 Citation (Scopus)

Abstract

At the present time the monitoring systems are important in some areas, such as electric power supply industry and household environment because they provide useful information to energy storage and management tasks. A new nonintrusive monitoring method is proposed in this paper and it is able to disaggregate and identify two loads working simultaneously using a single measuring sensor and a least squares regression algorithm based on discrete form of the S-Transform.

Original languageEnglish
Title of host publicationTechnological Innovation for Collective Awareness Systems - 5th IFIP WG 5.5/SOCOLNET Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS2014, Proceedings
PublisherSpringer New York LLC
Pages297-304
Number of pages8
Volume423
ISBN (Print)9783642547331
DOIs
Publication statusPublished - 2014
Event5th IFIP WG 5.5/SOCOLNET Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS 2014 - Costa de Caparica, Portugal
Duration: 7 Apr 20149 Apr 2014

Publication series

NameIFIP Advances in Information and Communication Technology
Volume423
ISSN (Print)18684238

Conference

Conference5th IFIP WG 5.5/SOCOLNET Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS 2014
CountryPortugal
CityCosta de Caparica
Period7/04/149/04/14

Keywords

  • disaggregation
  • identifying
  • Monitoring
  • nonintrusive
  • S-Transform
  • simultaneously

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    Pérez-Romero, M., Romero-Cadaval, E., Lozano-Tello, A., Martins, J., & Lopes, R. (2014). An Innovator Nonintrusive Method for Disaggregating and Identifying Two Simultaneous Household Loads. In Technological Innovation for Collective Awareness Systems - 5th IFIP WG 5.5/SOCOLNET Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS2014, Proceedings (Vol. 423, pp. 297-304). (IFIP Advances in Information and Communication Technology; Vol. 423). Springer New York LLC. https://doi.org/10.1007/978-3-642-54734-8_33