High resolution synthetic residential energy use profiles for the United States

S Thorve, YY Baek, S Swarup, H Mortveit, A Marathe… - Scientific Data, 2023 - nature.com
Efficient energy consumption is crucial for achieving sustainable energy goals in the era of
climate change and grid modernization. Thus, it is vital to understand how energy is …

An electricity smart meter dataset of Spanish households: insights into consumption patterns

C Quesada, L Astigarraga, C Merveille, CE Borges - Scientific Data, 2024 - nature.com
Smart meters are devices that provide detailed information about the energy consumed by
specific electricity supply points, such as homes, offices, and businesses. Data from smart …

FIKElectricity: A Electricity Consumption Dataset from Three Restaurant Kitchens in Portugal

L Pereira, V Aguiar, F Vasconcelos, R Martins… - Scientific Data, 2023 - nature.com
Industrial Kitchens are very energy-intensive businesses, consuming between five and
seven times more energy per square meter than other commercial spaces like office spaces …

Flexible Loads Scheduling Algorithms for Renewable Energy Communities

T Fonseca, LL Ferreira, J Landeck, L Klein, P Sousa… - Energies, 2022 - mdpi.com
Renewable Energy Communities (RECs) are emerging as an effective concept and model to
empower the active participation of citizens in the energy transition, not only as energy …

A synthetic dataset of Danish residential electricity prosumers

R Yuan, SA Pourmousavi, WL Soong, AJ Black… - Scientific Data, 2023 - nature.com
Conventional residential electricity consumers are becoming prosumers who not only
consume electricity but also produce it. This shift is expected to occur over the next few …

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 …

PROCSIM: an open-source simulator to generate energy community power demand and generation scenarios

N Velosa, E Gomes, H Morais, L Pereira - Energies, 2023 - mdpi.com
Reducing our carbon footprint is one of the biggest challenges facing humanity in the current
millennium. In the last few years, researchers have focused their attention on balancing the …

An Approach to NILM using image-based features and transfer learning

R Vargic, J Londák, M Medvecký - 2023 30th International …, 2023 - ieeexplore.ieee.org
In this contribution we investigate possibilities of using neural network classification methods
for Non-Intrusive Load Monitoring (NILM) methods using VI diagrams. For analysis we chose …

IDSEM, an invoices database of the Spanish electricity market

J Sánchez, A Salgado, A García, N Monzón - Scientific data, 2022 - nature.com
This article describes a new database of electricity bills related to energy consumption in
Spanish households. The dataset includes individual invoices containing information about …

Towards data-driven electricity management: multi-region uniform data and knowledge graph

V Hanžel, B Bertalanič, C Fortuna - Scientific Data, 2025 - nature.com
Due to growing population and technological advances, global electricity consumption is
increasing. Although CO2 emissions are projected to plateau or slightly decrease by 2025 …