Nowadays, the advancement of nonintrusive load monitoring (NILM) has been hastened by
the ever-increasing requirements for the reasonable use of electricity by users and demand …

Non-intrusive load monitoring (NILM) is a core technology for demand response (DR) and
energy conservation services. Traditional NILM methods are rarely combined with practical …

Background: The traditional state-based non-intrusive load monitoring method mainly
deploys the aggregate load as the characteristic to identify the states of every electrical …

With the gradual improvement of virtual power plant marketization and demand side
response mechanism, the demand for accurate identification of user load power data is also …

Non-intrusive load monitoring (NILM) can obtain the operation data of the electrical
appliance in the circuit by analyzing the record from a single energy meter, which can serve …

Non-intrusive load monitoring is one of the important components of the smart electricity
technology system. It can deeply analyze the internal load components of customers and …

Intelligent power management system is an important part of the smart grid, in which the non-
intrusive load monitoring technology is one of the key technologies. However, most of the …

This paper proposes an event-based two-stage Non-intrusive load monitoring (NILM)
method involving multi-dimensional features, which is an essential technology for energy …

Appliance-level data is a prerequisite for establishing friendly two-way interactions between
customers and the power company, and this data is now mainly obtained by non-intrusive …

In a smart grid, electricity energy demands requested from down-stream sectors
continuously increase. One way to meet the energy demands is utilizing a Non-Intrusive …