IMPEC: An integrated system for monitoring and processing electricity consumption in buildings

TitreIMPEC: An integrated system for monitoring and processing electricity consumption in buildings
Publication TypeJournal Article
Year of Publication2020
AuthorsAhajjam, MA, Licea, DB, Ghogho, M, Kobbane, A
JournalSensors (Switzerland)
Mots-clésArticle, Data acquisition, Disaggregation, Electric load management, Electric power utilization, electricity, Electricity-consumption, Energy monitoring, Hardware and software, Industrial settings, Integrated monitoring, Labeled data, Monitoring, Nonintrusive load monitoring, On-board processing, software, Software testing

Non-intrusive Load Monitoring (NILM) systems aim at identifying and monitoring the power consumption of individual appliances using the aggregate electricity consumption. Many issues hinder their development. For example, due to the complexity of data acquisition and labeling, datasets are scarce; labeled datasets are essential for developing disaggregation and load prediction algorithms. In this paper, we introduce a new NILM system, called Integrated Monitoring and Processing Electricity Consumption (IMPEC). The main characteristics of the proposed system are flexibility, compactness, modularity, and advanced on-board processing capabilities. Both hardware and software parts of the system are described, along with several validation tests performed at residential and industrial settings. © 2020 by the authors. Licensee MDPI, Basel, Switzerland.




Suivez-nous sur





Avenue Mohammed Ben Abdallah Regragui, Madinat Al Irfane, BP 713, Agdal Rabat, Maroc

  Télécopie : (+212) 5 37 68 60 78

  Secrétariat de direction : 06 61 48 10 97

        Secrétariat général : 06 61 34 09 27

        Service des affaires financières : 06 61 44 76 79

        Service des affaires estudiantines : 06 62 77 10 17 /

        Résidences : 06 61 82 89 77



    Compteur de visiteurs:483,470
    Education - This is a contributing Drupal Theme
    Design by WeebPal.