Application of load monitoring in appliances' energy management–A review

I Abubakar, SN Khalid, MW Mustafa, H Shareef… - … and Sustainable Energy …, 2017 - Elsevier
Energy monitoring is one of the important aspects of the energy management, as such there
is a need to monitor the power consumption of a premises before planning some of the …

Toward non-intrusive load monitoring via multi-label classification

SM Tabatabaei, S Dick, W Xu - IEEE Transactions on Smart …, 2016 - ieeexplore.ieee.org
Demand-side management technology is a key element of the proposed smart grid, which
will help utilities make more efficient use of their generation assets by reducing consumers' …

An overview of non-intrusive load monitoring methodologies

I Abubakar, SN Khalid, MW Mustafa… - … IEEE conference on …, 2015 - ieeexplore.ieee.org
Load monitoring is essential in every energy consuming system. Traditional load monitoring
system, which used to be intrusive in nature require the installation of sensor to every load of …

A deep learning based non-intrusive household load identification for smart grid in China

C Chen, P Gao, J Jiang, H Wang, P Li, S Wan - Computer Communications, 2021 - Elsevier
Load identification have shown significant performance gains in Chinese smart grids. Most
existing load identification algorithms are based on electrical characteristics of a steady or …

Self-configuring event detection in electricity monitoring for human-building interaction

M Afzalan, F Jazizadeh, J Wang - Energy and Buildings, 2019 - Elsevier
Monitoring the temporal changes in the operational states of appliances is a key step in
inferring the dynamics of operations in smart homes. This information could be leveraged in …

Effective demand response for smart grids: Evidence from a real-world pilot

K Valogianni, W Ketter - Decision Support Systems, 2016 - Elsevier
We show how an electricity customer decision support system (DSS) can be used to design
effective demand response programs. Designing an effective demand response (DR) …

Energy applications for an energy box

JS Donnal, J Paris, SB Leeb - IEEE Internet of Things Journal, 2016 - ieeexplore.ieee.org
Changes in the electric utility will necessitate new needs and opportunities for monitoring
and controlling electric power consumption and generation. Technical solutions exploiting …

Response modeling of small-scale energy consumers for effective demand response applications

A Chrysopoulos, C Diou, AL Symeonidis… - Electric Power Systems …, 2016 - Elsevier
Abstract The Smart Grid paradigm can be economically and socially sustainable by
engaging potential consumers through understanding, trust and clear tangible benefits …

[PDF][PDF] Label correction and event detection for electricity disaggregation

M Valovage, M Gini - Proceedings of the 16th Conference on …, 2017 - aamas.csc.liv.ac.uk
Electricity disaggregation focuses on identifying individual appliances from one or more
aggregate signals. By reporting detailed appliance usage to consumers, disaggregation has …

Event detection methods for nonintrusive load monitoring in smart metering: using the improved CUSUM algorithm

S Zhang, Z Zhu, B Yin, X Huang - … International Conference on …, 2018 - ieeexplore.ieee.org
In order to ensure the full demand of electrical energy consumption, effective measures shall
be taken to increase the utilization rate of electricity while saving it rationally. Thus …