Application of load monitoring in appliances' energy management–A review
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 …
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
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' …
will help utilities make more efficient use of their generation assets by reducing consumers' …
An overview of non-intrusive load monitoring methodologies
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 …
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
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 …
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 …
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) …
effective demand response programs. Designing an effective demand response (DR) …
Energy applications for an energy box
Changes in the electric utility will necessitate new needs and opportunities for monitoring
and controlling electric power consumption and generation. Technical solutions exploiting …
and controlling electric power consumption and generation. Technical solutions exploiting …
Response modeling of small-scale energy consumers for effective demand response applications
Abstract The Smart Grid paradigm can be economically and socially sustainable by
engaging potential consumers through understanding, trust and clear tangible benefits …
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 …
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 …
be taken to increase the utilization rate of electricity while saving it rationally. Thus …