[PDF][PDF] A Review of NILM Applications with Machine Learning Approaches.
MD Silva, Q Liu - Computers, Materials & Continua, 2024 - researchgate.net
ABSTRACT In recent years, Non-Intrusive Load Monitoring (NILM) has become an emerging
approach that provides affordable energy management solutions using aggregated load …
approach that provides affordable energy management solutions using aggregated load …
Selection of features from power theories to compose NILM datasets
WA Souza, AMS Alonso, TB Bosco, FD Garcia… - Advanced engineering …, 2022 - Elsevier
The load disaggregation concept is gaining attention due to the increasing need for
optimized energy utilization and detailed characterization of electricity consumption profiles …
optimized energy utilization and detailed characterization of electricity consumption profiles …
Comparative study on load monitoring approaches
LW Tokam, SS Ouro-Djobo - Applied Sciences, 2023 - mdpi.com
Without an appropriate monitoring system, the condition/state of electrical
appliances/devices in operation in households cannot be fully assessed, resulting in …
appliances/devices in operation in households cannot be fully assessed, resulting in …
[HTML][HTML] Hyperparameter optimized classification pipeline for handling unbalanced urban and rural energy consumption patterns
Energy consumer locations are required for framing effective energy policies. However, due
to privacy concerns, it is becoming increasingly difficult to obtain the locational data of the …
to privacy concerns, it is becoming increasingly difficult to obtain the locational data of the …
Non-intrusive load monitoring and forecasting for home appliances using artificial intelligence–a review
ALP De Ocampo, AMM Baes… - … Conference on Smart …, 2022 - ieeexplore.ieee.org
Non-intrusive load monitoring (NILM) provides insights into how much energy consumers
are consuming, encouraging them to make energy-saving changes. Load forecasting, on the …
are consuming, encouraging them to make energy-saving changes. Load forecasting, on the …
Profilazione di utenze residenziali attraverso tecniche di machine learning nel contesto delle Comunità Energetiche Rinnovabili= Profiling of residential users through …
L Giannuzzo - 2023 - webthesis.biblio.polito.it
Le recenti evoluzioni del quadro normativo europeo ed italiano, sul tema energia, hanno
manifestato una forte spinta sul tema delle Comunità Energetiche Rinnovabili. La loro …
manifestato una forte spinta sul tema delle Comunità Energetiche Rinnovabili. La loro …