[HTML][HTML] A comprehensive dataset integrating household energy consumption and weather conditions in a north-eastern Mexican urban city

B Aguirre-Fraire, J Beltrán, V Soto-Mendoza - Data in Brief, 2024 - Elsevier
The prediction of domestic electricity consumption is relevant because it helps to plan
energy production, among many other benefits. In this work a dataset was collected from …

Classifying Residential Electricity Demand in Mexico using Random Forest and Multinomial Logistic Regression

MH Hernandez… - 2019 FISE-IEEE/CIGRE …, 2019 - ieeexplore.ieee.org
This study analyzes the determinants and characteristics that affect the electricity
consumption in the Mexican residential sector. This identification is done by applying …

Forecasting electricity consumption data from paraguay using a machine learning approach

JA Gallardo, M García-Torres, F Gómez-Vela… - … Conference on Soft …, 2022 - Springer
Global energy consumption is growing due to multiple reasons, such as the COVID-19
pandemic. In order to improve the efficiency of energy consumption and thus contribute to …

Forecasting Residential Electrical Consumption For The City Of Salta, Argentins

F Zanek, JA Franco… - XX Simposio Argentino …, 2019 - sedici.unlp.edu.ar
This work presents a model that forecasts the residential electricity demand of the City of
Salta. The consumption habits of the residents of the dwellings helped the development of …

[HTML][HTML] A data set for electric power consumption forecasting based on socio-demographic features: Data from an area of southern Colombia

J Parraga-Alava, JD Moncayo-Nacaza… - Data in brief, 2020 - Elsevier
In this article, we introduce a data set concerning electric-power consumption-related
features registered in seven main municipalities of Nariño, Colombia, from December 2010 …

[HTML][HTML] ECD-UY, detailed household electricity consumption dataset of Uruguay

J Chavat, S Nesmachnow, J Graneri, G Alvez - Scientific Data, 2022 - nature.com
This article introduces a dataset containing electricity consumption records of residential
households in Uruguay (mostly in Montevideo). The dataset is conceived to analyze …

Analysis of Prediction and Clustering of Electricity Consumption in the Province of Imbabura-Ecuador for the Planning of Energy Resources

JF Rosero-Garcia, EA Llanes-Cedeño… - … : Proceedings of the …, 2021 - Springer
The electrical planning of a country is a growing need for its economic development.
However, this analysis is complex to carry out due to the different consumption habits of the …

[PDF][PDF] an electricity smart meter dataset of Spanish households: insights into consumption patterns

C London - scienceopen.com
Methods The dataset described in this article consists of anonymized hourly electricity
demand data from 25,559 electricity supply points. These supply points come from the …

[HTML][HTML] Definition of residential power load profiles clusters using machine learning and spatial analysis

M Flor, S Herraiz, I Contreras - Energies, 2021 - mdpi.com
This study presents a novel approach for discovering actionable knowledge and exploring
data-based models from data recorded by household smart meters. The proposed …

Typification of the demand-generation relationship of Colombian electricity market and forecast of demand at an hourly-daily level based on consumption patterns

LD Suárez-Riveros, JS Santiango… - … on Information and …, 2021 - ieeexplore.ieee.org
This investigation establishes the relationship between demand and generation of the
Colombian energy market by characterizing hourly and daily consumption patterns and later …