A dataset for non-intrusive load monitoring: Design and implementation
DPB Renaux, F Pottker, HC Ancelmo, AE Lazzaretti… - Energies, 2020 - mdpi.com
A NILM dataset is a valuable tool in the development of Non-Intrusive Load Monitoring
techniques, as it provides a means of evaluation of novel techniques and algorithms, as well …
techniques, as it provides a means of evaluation of novel techniques and algorithms, as well …
A multi-agent NILM architecture for event detection and load classification
A multi-agent architecture for a Non-Intrusive Load Monitoring (NILM) solution is presented
and evaluated. The underlying rationale for such an architecture is that each agent (load …
and evaluated. The underlying rationale for such an architecture is that each agent (load …
A Transient and Steady-State Power Signature Feature Extraction Using Different Prony's Methods
HC Ancelmo, FL Grando, BM Mulinari… - … on Intelligent System …, 2019 - ieeexplore.ieee.org
The extraction of features that defines the electric power signature of a load or an appliance
is one of the most relevant stages for the Non-Intrusive Load Monitoring (NILM) problem. In …
is one of the most relevant stages for the Non-Intrusive Load Monitoring (NILM) problem. In …