The rapid development of technology in the electrical energy sector within the last 20 years
has led to growing electric power needs through the increased number of electrical …

The enhanced utilization of Appliance Load Monitoring (ALM) in customer sites enabled by
Home Energy Management Systems (HEMS) technologies, offers customized services and …

Time series (TS) occur in many scientific and commercial applications, ranging from earth
surveillance to industry automation to the smart grids. An important type of TS analysis is …

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 …

Electricity load monitoring of appliances has become an important task considering the
recent economic and ecological trends. In this game, machine learning has an important …

The demand response program is an important feature of the smart grid. It attempts to
reduce peak demand, improve the smart grid efficiency, and ensure system reliability …

The Internet of Energy (IoE) represents a novel paradigm where electrical power systems
work cooperatively with smart devices to increase the visibility of energy consumption and …

In the current energy ecosystem, the need for a Hybrid Appliance Load Monitoring System
(HALMS) to establish a smarter grid and energy infrastructure is undeniable. The increasing …

We present ACS-F2, a new electric consumption signature database acquired from domestic
appliances. The scenario of use is appliance identification with emerging applications such …

Intrusive Load Monitoring (ILM) is a method to measure and collect the energy consumption
data of individual appliances via smart plugs or smart sockets. A major challenge of ILM is …