Overview of Non-Intrusive Load Monitoring: Probabilistic and Artificial Intelligence approaches

Reduction and conservation of electrical energy consumption in residential buildings is the main objective of Non-Intrusive Load Monitoring (NILM) techniques. NILM detects events and estimate the power consumption of individual appliances by analyzing the aggregate power consumption measured at the...

Full description

Bibliographic Details
Main Authors: Ouzine Jamila, Marzouq Manal, Bennani Saad Dosse, Lahreche Khadija, El Fadili Hakim
Format: Article
Language:English
Published: EDP Sciences 2022-01-01
Series:E3S Web of Conferences
Subjects:
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2022/18/e3sconf_icies2022_01021.pdf