[HTML][HTML] Non-Intrusive Load Monitoring in industrial settings: A systematic review

G Tanoni, E Principi, S Squartini - Renewable and Sustainable Energy …, 2024 - Elsevier
Addressing climate change and promoting sustainable energy practices is a pressing issue
in our era and requires a comprehensive transformation of our energy production …

Advances in non-intrusive load monitoring for the industrial domain: Challenges, insights, and path forward

A Yaniv, Y Beck - Renewable and Sustainable Energy Reviews, 2025 - Elsevier
Non-intrusive load monitoring has emerged as an important tool for disaggregating the
energy consumption of individual appliances within a facility, relying solely on data from a …

DeepEdge-NILM: A case study of non-intrusive load monitoring edge device in commercial building

R Gopinath, M Kumar - Energy and Buildings, 2023 - Elsevier
Non-intrusive load monitoring (NILM) has become an emerging technology in the energy
sector for its effectiveness in the energy disaggregation of individual loads from the …

[HTML][HTML] Energy Disaggregation of Industrial Machinery Utilizing Artificial Neural Networks for Non-intrusive Load Monitoring

P Pelger, J Steinleitner, A Sauer - Energy and AI, 2024 - Elsevier
This paper explores the application of non-intrusive load monitoring techniques in the
industrial sector for disaggregating the energy consumption of machinery in manufacturing …

FIKElectricity: A electricity consumption dataset from three restaurant kitchens in Portugal

L Pereira, V Aguiar, F Vasconcelos, R Martins… - Scientific Data, 2023 - nature.com
Industrial Kitchens are very energy-intensive businesses, consuming between five and
seven times more energy per square meter than other commercial spaces like office spaces …