Results 1 to 10 of about 3,621 (255)
Non-Intrusive Load Monitoring [PDF]
Sensors, 2022 Non-Intrusive load monitoring (NILM) represents an emerging strategy based on the application of sevaral multidisciplinary topics [...]
Luigi Fortuna, Arturo Buscarino
doaj +6 more sources
ELECTRIcity: An Efficient Transformer for Non-Intrusive Load Monitoring [PDF]
Sensors, 2022 Non-Intrusive Load Monitoring (NILM) describes the process of inferring the consumption pattern of appliances by only having access to the aggregated household signal. Sequence-to-sequence deep learning models have been firmly established as state-of-the-
Stavros Sykiotis +3 more
doaj +4 more sources
Non-Intrusive Load Monitoring of Buildings Using Spectral Clustering [PDF]
Sensors, 2022 With widely deployed smart meters, non-intrusive energy measurements have become feasible, which may benefit people by furnishing a better understanding of appliance-level energy consumption.
Muzzamil Ghaffar +5 more
doaj +4 more sources
Toward Robust Non-Intrusive Load Monitoring via Probability Model Framed Ensemble Method [PDF]
Sensors, 2021 As a pivotal technological foundation for smart home implementation, non-intrusive load monitoring is emerging as a widely recognized and popular technology to replace the sensors or sockets networks for the detailed household appliance monitoring.
Yu Liu +5 more
doaj +2 more sources
Non-Intrusive Load Monitoring Approaches for Disaggregated Energy Sensing: A Survey [PDF]
Sensors, 2012 Appliance Load Monitoring (ALM) is essential for energy management solutions, allowing them to obtain appliance-specific energy consumption statistics that can further be used to devise load scheduling strategies for optimal energy utilization.
Ahmed Zoha +3 more
doaj +2 more sources
Assessing Human Activity in Elderly People Using Non-Intrusive Load Monitoring [PDF]
Sensors, 2017 The ageing of the population, and their increasing wish of living independently, are motivating the development of welfare and healthcare models. Existing approaches based on the direct heath-monitoring using body sensor networks (BSN) are precise and ...
José M. Alcalá +3 more
doaj +2 more sources
Non-intrusive load monitoring based on time-enhanced multidimensional feature visualization [PDF]
Scientific ReportsIn the research of non-intrusive load monitoring (NILM), the temporal characteristics of V–I trajectories are often overlooked, and using a single feature for identification may lead to insignificant differences between similar loads. Based on this, this
Tie Chen +4 more
doaj +2 more sources
Comparative Study on Load Monitoring Approaches
Applied Sciences, 2023 Without an appropriate monitoring system, the condition/state of electrical appliances/devices in operation in households cannot be fully assessed, resulting in uncontrolled expenses.
Leonce W. Tokam, Sanoussi S. Ouro-Djobo
doaj +1 more source
An Implementation Framework Overview of Non-Intrusive Load Monitoring
Journal of Sustainable Development of Energy, Water and Environment Systems, 2023 The implementation of non-intrusive load monitoring has gained significant attention as a promising solution for disaggregating and identifying individual appliances' energy consumption within households and commercial buildings. The issue at the core of
Omar Al-Khadher +4 more
doaj +1 more source
Non-Intrusive Load Monitoring (NILM), Interests and Applications
Journal of Nigerian Society of Physical Sciences, 2023 In developing effective energy management mechanisms, new concepts have been developed to provide new approaches. Non-intrusive load monitoring (NILM) is an approach that was originally developed to allow the occupants of a room to identify the ...
Leonce Wehnelt TOKAM +1 more
doaj +1 more source