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@ARTICLE{Barbara:893851,
      author       = {Barbara, Cannas and Sara, Carcangiu and Carta, Daniele and
                      Alessandra, Fanni and Carlo, Muscas and Giuliana, Sias and
                      Beatrice, Canetto and Luca, Fresi and Paolo, Porcu},
      title        = {{NILM} techniques applied to a real-time monitoring system
                      of the electricity consumption},
      journal      = {Acta IMEKO},
      volume       = {10},
      number       = {2},
      issn         = {0237-028X},
      address      = {Braunschweig},
      reportid     = {FZJ-2021-02875},
      pages        = {139-146},
      year         = {2021},
      abstract     = {Non-Intrusive Load Monitoring (NILM) allows providing
                      appliance-level electricity consumption information and
                      decomposing the overall power consumption by using simple
                      hardware (one sensor) with a suitable software. This paper
                      presents a low-frequency NILM-based monitoring system
                      suitable for a typical house. The proposed solution is a
                      hybrid event-detection approach including an event-detection
                      algorithm for devices with a finite number of states and an
                      auxiliary algorithm for appliances characterized by complex
                      patterns. The system was developed using data collected at
                      households in Italy and tested also with data from BLUED, a
                      widely used dataset of real-world power consumption data.
                      Results show that the proposed approach works well in
                      detecting and classifying what appliance is working and its
                      consumption in complex household load dataset.},
      cin          = {IEK-10},
      ddc          = {620},
      cid          = {I:(DE-Juel1)IEK-10-20170217},
      pnm          = {899 - ohne Topic (POF4-899)},
      pid          = {G:(DE-HGF)POF4-899},
      typ          = {PUB:(DE-HGF)16},
      doi          = {10.21014/acta_imeko.v10i2.1054},
      url          = {https://juser.fz-juelich.de/record/893851},
}