Digitalization has unfolded great opportunities for its ability to promote carbon neutrality.
Nevertheless, it is still in a nascent stage enduring uncertainties due to the lack of clear …

The future of power systems is moving towards a greater use of renewable energy sources
and a higher proportion of power electronic devices. However, this has led to an increase in …

Due to the continuous increase in the global energy demand, it is essential to find solutions
to improve energy efficiency. Non-intrusive load monitoring (NILM) is one of the most …

Identification and monitoring of residential appliances are important facets for home energy
management and essential for proper functioning of the connected devices. In this paper …

The massive deployment of smart meters in most Western countries in recent decades has
allowed the creation and development of a significant variety of applications, mainly related …

Non-linear loads driven by sinusoidal sources can cause harmonic pollution in residential
distribution networks. International standards (IEEE 519 and IEC61000) require harmonics …

The decision tree algorithm-based load identification (DTA-LI) system's fusion data method
is crucial in the monitoring of appliance loads for the purposes of improving energy …

Featured Application Distributed Power Systems Monitoring. Abstract The latest changes on
the distribution network due to the presence of distributed energy resources (DERs) and …

Toward the future smart energy consumption, non-intrusive load monitoring is a technology
with great potential by realizing the energy disaggregation in a user-friendly way. However …

Non-intrusive load monitoring (NILM) is among successful approaches aiding residential
energy management. However, the presence of multi-mode appliances and appliances with …