Prospects of appliance-level load monitoring in off-the-shelf energy monitors: A technical review
AU Haq, HA Jacobsen - Energies, 2018 - mdpi.com
The smart grid initiative has encouraged utility companies worldwide to roll-out new and
smarter versions of energy meters. Before an extensive roll-out, which is both labor-intensive …
smarter versions of energy meters. Before an extensive roll-out, which is both labor-intensive …
Nonintrusive appliance load monitoring for smart homes: Recent advances and future issues
L Yu, H Li, X Feng, J Duan - IEEE Instrumentation & …, 2016 - ieeexplore.ieee.org
In recent years, as Cloud Computing and Internet of Things (IoT) technologies develop
rapidly, smart home technology has entered a new stage: smart electric power usage, which …
rapidly, smart home technology has entered a new stage: smart electric power usage, which …
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 …
The ECO data set and the performance of non-intrusive load monitoring algorithms
Non-intrusive load monitoring (NILM) is a popular approach to estimate appliance-level
electricity consumption from aggregate consumption data of households. Assessing the …
electricity consumption from aggregate consumption data of households. Assessing the …
Non-intrusive load monitoring and its challenges in a NILM system framework
With the increasing of energy demand and electricity price, researchers show more and
more interest in residential load monitoring. In order to feed back the individual appliance's …
more interest in residential load monitoring. In order to feed back the individual appliance's …
Non-intrusive load monitoring (nilm)–a recent review with cloud computing
Issues of energy crisis and global warming push implementation of energy efficiency
policies and programs as important mitigation efforts, particularly at consumer level. Load …
policies and programs as important mitigation efforts, particularly at consumer level. Load …
An advanced smart home energy management system considering identification of ADLs based on non-intrusive load monitoring
YH Lin - Electrical Engineering, 2022 - Springer
The key advantage of power utility-owned smart meters over rotating-disc meters is the
ability of transmitting electrical energy consumption data to power utilities' remote data …
ability of transmitting electrical energy consumption data to power utilities' remote data …
A novel non-intrusive load monitoring technique using semi-supervised deep learning framework for smart grid
Non-intrusive load monitoring (NILM) is a technique which extracts individual appliance
consumption and operation state change information from the aggregate power …
consumption and operation state change information from the aggregate power …
Event-driven two-stage solution to non-intrusive load monitoring
To achieve long-term temperature goal of Paris Agreement and carbon neutrality by the mid-
century, nonintrusive load monitoring (NILM) provides a promising approach to reducing …
century, nonintrusive load monitoring (NILM) provides a promising approach to reducing …
Universal non-intrusive load monitoring (unilm) using filter pipelines, probabilistic knapsack, and labelled partition maps
A Rodriguez-Silva, S Makonin - 2019 IEEE PES Asia-Pacific …, 2019 - ieeexplore.ieee.org
Being able to track appliances energy usage without the need of sensors can help
occupants reduce their energy consumption to help save the environment all while saving …
occupants reduce their energy consumption to help save the environment all while saving …