Energy meters evolution in smart grids: A review

DB Avancini, JJPC Rodrigues, SGB Martins… - Journal of cleaner …, 2019 - Elsevier
Abstract Intelligent Energy Networks are comprised of devices capable of fulfilling their
functions in an energy-efficient fashion and with communication and remote control …

Towards trustworthy energy disaggregation: A review of challenges, methods, and perspectives for non-intrusive load monitoring

M Kaselimi, E Protopapadakis, A Voulodimos… - Sensors, 2022 - mdpi.com
Non-intrusive load monitoring (NILM) is the task of disaggregating the total power
consumption into its individual sub-components. Over the years, signal processing and …

Can non-intrusive load monitoring be used for identifying an appliance's anomalous behaviour?

H Rashid, P Singh, V Stankovic, L Stankovic - Applied energy, 2019 - Elsevier
Identification of faulty appliance behaviour in real time can signal energy wastage and the
need for appliance servicing or replacement leading to energy savings. The problem of …

Non-intrusive load disaggregation solutions for very low-rate smart meter data

B Zhao, M Ye, L Stankovic, V Stankovic - Applied energy, 2020 - Elsevier
With the active large-scale roll-out of smart metering worldwide, details about the type of
smart meter data that will be available for analysis are emerging. Consequently, focus has …

A secure and resilient smart energy meter

HA Hseiki, AM El-Hajj, YO Ajra, FA Hija… - IEEE Access, 2024 - ieeexplore.ieee.org
The expansion of the Internet of Things (IoT), Smart Grids (SG), and renewable energy
sources has created a greater need for effective cybersecurity measures. These systems …

Appliance level energy characterization of residential electricity demand: prospects, challenges and recommendations

R Liaqat, IA Sajjad, M Waseem, HH Alhelou - Ieee Access, 2021 - ieeexplore.ieee.org
The advent of information and communication technologies has paved the way for smart
cities. Residential customers are the major consumers of electrical energy in such cities …

Estimation of target appliance electricity consumption using background filtering

G Cui, B Liu, W Luan, Y Yu - IEEE Transactions on Smart Grid, 2019 - ieeexplore.ieee.org
Measurement of the electricity consumption of major appliances in different time segments is
of crucial significance to demand-side management and energy conservation. Non-intrusive …

Modeling residential energy consumption: An application of IT-based solutions and big data analytics for sustainability

R Gholami, R Nishant, A Emrouznejad - Journal of Global …, 2021 - igi-global.com
Smart meters that allow information to flow between users and utility service providers are
expected to foster intelligent energy consumption. Previous studies focusing on demand …

the Plegma dataset: Domestic appliance-level and aggregate electricity demand with metadata from Greece

S Athanasoulias, F Guasselli, N Doulamis, A Doulamis… - Scientific Data, 2024 - nature.com
The growing availability of smart meter data has facilitated the development of energy-
saving services like demand response, personalized energy feedback, and non-intrusive …

The dynamics of energy generation, consumption, and pricing on industrial growth in the SSA region; exploring the moderating effect of financial development and …

M Li, M Appiah, EB Gyau - Technology in Society, 2025 - Elsevier
Countries worldwide, especially the develo** economies of Sub-Saharan Africa (SSA),
are grappling with the challenge of balancing energy and industrialization. This paper …