Energy management using non-intrusive load monitoring techniques–State-of-the-art and future research directions
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 …
Non-intrusive load monitoring by voltage–current trajectory enabled transfer learning
Y Liu, X Wang, W You - IEEE Transactions on Smart Grid, 2018 - ieeexplore.ieee.org
Non-intrusive load monitoring (NILM) is a technique for analyzing changes in the voltage
and current flowing through the main feeder and determining the appliances in operation as …
and current flowing through the main feeder and determining the appliances in operation as …
An event-driven convolutional neural architecture for non-intrusive load monitoring of residential appliance
D Yang, X Gao, L Kong, Y Pang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Nowadays, the advancement of non-intrusive load monitoring (NILM) is hastened by the
everincreasing requirements for smart power utilization and demand side management …
everincreasing requirements for smart power utilization and demand side management …
Real-time non-intrusive load monitoring: A light-weight and scalable approach
Non-intrusive load monitoring (NILM) is a topic that lately attracts both the academic and the
industrial interest. NILM is used to reveal useful information regarding the consumption …
industrial interest. NILM is used to reveal useful information regarding the consumption …
A scalable real-time non-intrusive load monitoring system for the estimation of household appliance power consumption
Smart-meter technology advancements have resulted in the generation of massive volumes
of information introducing new opportunities for energy services and data-driven business …
of information introducing new opportunities for energy services and data-driven business …
Engineering Brain: Metaverse for future engineering
The past decade has witnessed a notable transformation in the Architecture, Engineering
and Construction (AEC) industry, with efforts made both in the academia and industry to …
and Construction (AEC) industry, with efforts made both in the academia and industry to …
Integrated worker detection and tracking for the safe operation of construction machinery
H Son, C Kim - Automation in Construction, 2021 - Elsevier
Safety is the most important issue in the operation of machinery on a construction site. Due
to the poor visibility of the surrounding environment, the machinery operated at construction …
to the poor visibility of the surrounding environment, the machinery operated at construction …
Load modelling and non-intrusive load monitoring to integrate distributed energy resources in low and medium voltage networks
In many countries distributed energy resources (DER)(eg photovoltaics, batteries, wind
turbines, electric vehicles, electric heat pumps, air-conditioning units and smart domestic …
turbines, electric vehicles, electric heat pumps, air-conditioning units and smart domestic …