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Yvon Johann Francou

University of La Réunion

15, avenue René Cassin

Saint-Denis, 97715

Reunion

  • University of La Réunion

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Scholarly Papers (1)

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Expanding the Variety of Non-Intrusive Load Monitoring Training Data Using a New Simple Data Augmentation Technique

Number of pages: 20 Posted: 18 Apr 2023
Yvon Johann Francou, Dider Calogine, Oanh Chau, Mathieu david and Philippe Lauret
University of La Réunion, affiliation not provided to SSRN, affiliation not provided to SSRN, University of La Réunion - PIMENT laboratory and University of La Réunion - PIMENT laboratory
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Abstract:

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Non-Intrusive Load Monitoring, Energy Disaggregation, Deep Learning, Data Augmentation, Generalization