NILM techniques for intelligent home energy management and ambient assisted living: A review

A Ruano, A Hernandez, J Ureña, M Ruano, J Garcia - Energies, 2019 - mdpi.com
The ongoing deployment of smart meters and different commercial devices has made
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 …

Multi-objective hierarchically-coordinated volt/var control for active distribution networks with droop-controlled PV inverters

R Xu, C Zhang, Y Xu, Z Dong… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Due to increasing installation of photovoltaic (PV) units, reactive power compensation from
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 …

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 …

Spatiotemporal behind-the-meter load and PV power forecasting via deep graph dictionary learning

M Khodayar, G Liu, J Wang, O Kaynak… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
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) …

[HTML][HTML] A supervised event-based non-intrusive load monitoring for non-linear appliances

Z Zheng, H Chen, X Luo - Sustainability, 2018 - mdpi.com
Smart meters generate a massive volume of energy consumption data which can be
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 …

Joint energy disaggregation of behind-the-meter PV and battery storage: A contextually supervised source separation approach

F Wang, X Ge, Z Dong, J Yan, K Li, F Xu… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
An increasing number of residential customers have installed hybrid rooftop solar battery
systems (HRSBSs). Currently, most HRSBSs are installed behind-the-meter (BTM), where …

Implementation of a robust real-time non-intrusive load monitoring solution

S Welikala, N Thelasingha, M Akram, PB Ekanayake… - Applied energy, 2019 - Elsevier
This paper presents the formulation and practical implementation of a spectral
decomposition based, Real-Time Non-Intrusive Load Monitoring (RT-NILM) solution. Many …