Modeling and forecasting energy consumption in Algerian residential buildings using a bottom-up GIS approach

Predictive Model of Energy Consumption Using Machine Learning: A Case Study of Residential Buildings in South Africa

The recurrent load shedding crisis in South Africa has highlighted the need to accurately predict el

An AI–BIM Integrated Framework for Rapid Early-Stage Energy Performance Prediction in Algerian Residential Buildings: A Machine Learning Approach Using Random Forest and XGBoost

Abstract Building energy efficiency remains a critical challenge, as early-stage a

Predicting Residential Energy Consumption in South Africa Using Ensemble Models

This study presents ensemble machine learning (ML) models for predicting residential energy consumpt

Low Carbon Transition of Residential Electricity Consumption in Nigeria: A System Dynamics Modeling Approach

Modeling and Forecasting of Energy Consumption in Urban Environments: Exploring the Potential of Machine Learning in Energy Consumption Prediction

This article investigates the use of machine learning models for forecasting energy consumption in u

Forecasting residential natural gas consumption in Egypt

Purpose This paper aims to obtain accurate forecasts of the hourly residential natural gas consump