A critical review of state-of-the-art non-intrusive load monitoring datasets
HK Iqbal, FH Malik, A Muhammad, MA Qureshi… - Electric Power Systems …, 2021 - Elsevier
Abstract Nowadays Non-Intrusive Load Monitoring (NILM) is considered a hot topic among
researchers. The energy disaggregation datasets are used as the benchmark to validate the …
researchers. The energy disaggregation datasets are used as the benchmark to validate the …
[HTML][HTML] Building plug load mode detection, forecasting and scheduling
In an era of increasing energy demands and environmental concerns, optimizing energy
consumption within buildings is crucial. Despite the vast improvements in HVAC and lighting …
consumption within buildings is crucial. Despite the vast improvements in HVAC and lighting …
Energy disaggregation of appliances consumptions using ham approach
H Liu, Q Zou, Z Zhang - IEEE Access, 2019 - ieeexplore.ieee.org
Non-intrusive load monitoring (NILM) makes it possible for users to track the energy
consumption of a household. In this paper, we present a new hybrid energy disaggregation …
consumption of a household. In this paper, we present a new hybrid energy disaggregation …
An implementation framework overview of non-intrusive load monitoring
O Al-Khadher, A Mukhtaruddin… - Journal of Sustainable …, 2023 - hrcak.srce.hr
Sažetak The implementation of non-intrusive load monitoring has gained significant
attention as a promising solution for disaggregating and identifying individual appliances' …
attention as a promising solution for disaggregating and identifying individual appliances' …
Non-intrusive Load Monitoring for Household Energy Disaggregation: A State-of-the-Art
The continual rise in energy consumption has become a significant issue for power systems.
Hence it is important to promote energy saving and reduce consumption for solving this …
Hence it is important to promote energy saving and reduce consumption for solving this …
Time Series Forecasting, Applications on Low Voltage Grid Data
L Botman - 2024 - lirias.kuleuven.be
In an era marked by the pressing need to address climate change, innovative solutions in
energy management are becoming increasingly crucial. In this thesis, three main …
energy management are becoming increasingly crucial. In this thesis, three main …
SMELs: A Data-Driven Middleware for Smart Miscellaneous Electrical Load Management in Buildings
Growth in Information and Communication Technology (ICT) has trigged an unprecedented
proliferation of appliances aka Miscellaneous Electrical Loads (MELs) in buildings. Till now …
proliferation of appliances aka Miscellaneous Electrical Loads (MELs) in buildings. Till now …