NILM techniques for intelligent home energy management and ambient assisted living: A review
The ongoing deployment of smart meters and different commercial devices has made
electricity disaggregation feasible in buildings and households, based on a single measure …
electricity disaggregation feasible in buildings and households, based on a single measure …
Electric energy disaggregation via non-intrusive load monitoring: A state-of-the-art systematic review
S Dash, NC Sahoo - Electric Power Systems Research, 2022 - Elsevier
Appliance energy consumption tracking in a building is one of the vital enablers of energy
and cost saving. An economical and viable solution would be to estimate individual …
and cost saving. An economical and viable solution would be to estimate individual …
Multi-objective hierarchically-coordinated volt/var control for active distribution networks with droop-controlled PV inverters
Due to increasing installation of photovoltaic (PV) units, reactive power compensation from
PV inverters contributes significantly to Volt/Var control (VVC) for active distribution …
PV inverters contributes significantly to Volt/Var control (VVC) for active distribution …
A data-driven game-theoretic approach for behind-the-meter PV generation disaggregation
F Bu, K Dehghanpour, Y Yuan… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Rooftop solar photovoltaic (PV) power generator is a widely used distributed energy
resource (DER) in distribution systems. Currently, the majority of PVs are installed behind …
resource (DER) in distribution systems. Currently, the majority of PVs are installed behind …
Load modelling and non-intrusive load monitoring to integrate distributed energy resources in low and medium voltage networks
AFM Jaramillo, DM Laverty, DJ Morrow… - Renewable Energy, 2021 - Elsevier
In many countries distributed energy resources (DER)(eg photovoltaics, batteries, wind
turbines, electric vehicles, electric heat pumps, air-conditioning units and smart domestic …
turbines, electric vehicles, electric heat pumps, air-conditioning units and smart domestic …
Spatiotemporal behind-the-meter load and PV power forecasting via deep graph dictionary learning
In recent years, with the rapid growth of rooftop photovoltaic (PV) generation in distribution
networks, power system operators call for accurate forecasts of the behind-the-meter (BTM) …
networks, power system operators call for accurate forecasts of the behind-the-meter (BTM) …
[HTML][HTML] A supervised event-based non-intrusive load monitoring for non-linear appliances
Smart meters generate a massive volume of energy consumption data which can be
analyzed to recover some interesting and beneficial information. Non-intrusive load …
analyzed to recover some interesting and beneficial information. Non-intrusive load …
Disaggregating customer-level behind-the-meter PV generation using smart meter data and solar exemplars
F Bu, K Dehghanpour, Y Yuan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Customer-level rooftop photovoltaic (PV) has been widely integrated into distribution
systems. In most cases, PVs are installed behind-the-meter (BTM), and only the net demand …
systems. In most cases, PVs are installed behind-the-meter (BTM), and only the net demand …
Joint energy disaggregation of behind-the-meter PV and battery storage: A contextually supervised source separation approach
An increasing number of residential customers have installed hybrid rooftop solar battery
systems (HRSBSs). Currently, most HRSBSs are installed behind-the-meter (BTM), where …
systems (HRSBSs). Currently, most HRSBSs are installed behind-the-meter (BTM), where …
Implementation of a robust real-time non-intrusive load monitoring solution
This paper presents the formulation and practical implementation of a spectral
decomposition based, Real-Time Non-Intrusive Load Monitoring (RT-NILM) solution. Many …
decomposition based, Real-Time Non-Intrusive Load Monitoring (RT-NILM) solution. Many …