Energy management using non-intrusive load monitoring techniques–State-of-the-art and future research directions
R Gopinath, M Kumar, CPC Joshua… - Sustainable Cities and …, 2020 - Elsevier
In recent years, the development of smart sustainable cities has become the primary focus
among urban planners and policy makers to make responsible use of resources, conserve …
among urban planners and policy makers to make responsible use of resources, conserve …
NILM techniques for intelligent home energy management and ambient assisted living: A review
The ongoing deployment of smart meters and different commercial devices has made
electricity disaggregation feasible in buildings and households, based on a single measure …
electricity disaggregation feasible in buildings and households, based on a single measure …
Electric energy disaggregation via non-intrusive load monitoring: A state-of-the-art systematic review
S Dash, NC Sahoo - Electric Power Systems Research, 2022 - Elsevier
Appliance energy consumption tracking in a building is one of the vital enablers of energy
and cost saving. An economical and viable solution would be to estimate individual …
and cost saving. An economical and viable solution would be to estimate individual …
[HTML][HTML] Robust event-based non-intrusive appliance recognition using multi-scale wavelet packet tree and ensemble bagging tree
Providing the user with appliance-level consumption data is the core of each energy
efficiency system. To that end, non-intrusive load monitoring is employed for extracting …
efficiency system. To that end, non-intrusive load monitoring is employed for extracting …
[HTML][HTML] Effective non-intrusive load monitoring of buildings based on a novel multi-descriptor fusion with dimensionality reduction
Recently, a growing interest has been dedicated towards developing and implementing low-
cost energy efficiency solutions in buildings. Accordingly, non-intrusive load monitoring has …
cost energy efficiency solutions in buildings. Accordingly, non-intrusive load monitoring has …
Toward smart energy user: Real time non-intrusive load monitoring with simultaneous switching operations
Y Liu, W Liu, Y Shen, X Zhao, S Gao - Applied Energy, 2021 - Elsevier
Non-intrusive load monitoring is a promising technology in intelligent energy consumption
management, which can provide insights for electricity use patterns and customer living …
management, which can provide insights for electricity use patterns and customer living …
Near-real-time plug load identification using low-frequency power data in office spaces: Experiments and applications
Plug loads account for up to one-third of the overall energy use in commercial buildings.
There is thus a growing research interest in utilising load monitoring systems to track plug …
There is thus a growing research interest in utilising load monitoring systems to track plug …
A review of approaches to low-carbon transition of high-rise residential buildings in China
In developing countries with a large population and fast urbanization, High-rise Residential
Buildings (HRBs) have unavoidably become a very common, if not the most …
Buildings (HRBs) have unavoidably become a very common, if not the most …
Optimal placement of PMUs and communication links for distributed state estimation in distribution networks
With the expansion in scale and complexity of distribution networks, distributed state
estimation (DSE), a real-time database for other on-line applications, is becoming popular …
estimation (DSE), a real-time database for other on-line applications, is becoming popular …
Optimal placement of phasor measurement unit in distribution networks considering the changes in topology
Distribution networks usually have a meshed structure but are operated radially to improve
the operating efficiency and ensure the power supply under an emergency situation. It is of …
the operating efficiency and ensure the power supply under an emergency situation. It is of …