3 papers
eess.SP2024
Event Detection for Non-intrusive Load Monitoring using Tukey s Fences
Sidi Mohammed Kaddour, Mohamed Lehsaini, Abdelhamid Bouchachia
The primary objective of non-intrusive load monitoring (NILM) techniques is to monitor and track power consumption within residential buildings. This is achieved by approximating t…
cs.AI2021
Toward Building Science Discovery Machines
Abdullah Khalili, Abdelhamid Bouchachia
The dream of building machines that can do science has inspired scientists for decades. Remarkable advances have been made recently; however, we are still far from achieving this g…
stat.ML2019
Online Gaussian LDA for Unsupervised Pattern Mining from Utility Usage Data
Saad Mohamad, Abdelhamid Bouchachia
Non-intrusive load monitoring (NILM) aims at separating a whole-home energy signal into its appliance components. Such method can be harnessed to provide various services to better…