Non-intrusive load monitoring (NILM) has emerged as a pivotal technology in energy
management applications by enabling precise monitoring of individual appliance energy …

In the majority of current supervised nonintrusive load monitoring (NILM) techniques the
characteristics of the training and test datasets are assumed to be constant. However, in …

Residential energy flexibility is considered one of the efficient concepts to alleviate the ever-
increasing concerns of better balancing supply and demand. A positive assumption that all …

To accelerate progress in building sustainability as well as to aid balance supply and
demand in the presence of renewable energy generation, a tailored characterization method …

Today, introducing useful and practical solutions to residential load disaggregation as
subsets of energy management has created numerous challenges. In this study, an …

A promising approach toward efficient energy management is non-intrusive load monitoring
(NILM), that is to extract the consumption of appliances by analyzing the aggregated …

Nowadays, the development of the Internet of Things (IoT) concept has increased the
interest in some technologies, one of which is the detection of anomalies in home …

Next-generation power systems aim at optimizing the energy consumption of household
appliances by utilising computationally intelligent techniques, referred to as load monitoring …

Non-intrusive load monitoring (NILM) has recently become a promising and trending topic in
energy management. Although several NILM-based solutions were proposed, a commercial …

The rise of the Internet of Things (IoT) and Industry 4.0 has brought about a connected
ecosystem where instruments and devices are interlinked. Within this framework, an array of …