Smart nonintrusive load monitoring (NILM) represents a cost‐efficient technology for
observing power usage in buildings. It tackles several challenges in transitioning into a more …

The building information and operational data generated during the building life cycle are
essential for realizing energy-efficient operation, indoor environmental quality, and …

Sensor networks are playing an increasingly important role in modern buildings. With the
growing size of building sensor networks and the increasing use of low-cost sensors, the …

Non-intrusive load monitoring (NILM) has become an emerging technology in the energy
sector for its effectiveness in the energy disaggregation of individual loads from the …

Non-intrusive load monitoring (NILM), as an important part of intelligent electricity
consumption, improves the cognitive level of the load by analyzing the bus power in a …

Non-Intrusive Load Monitoring consists in estimating the power consumption or the states of
the appliances using electrical parameters acquired from a single metering point. State-of …

Home energy management systems (HEMS) enable key strategies and methods to improve
residential efficiency and energy utilization. To make informed decisions, HEMS depend on …

Deploying energy disaggregation models in the real-world is a challenging task. These
models are usually deep neural networks and can be costly when running on a server or …

Energy disaggregation is the process of disaggregating a household's total energy
consumption into its appliance-level components. One of the limitations of energy …

Non-intrusive load monitoring is a blind source separation task that has been attracting
significant interest from researchers working in the field of energy informatics. However …