XGBoost model for electrical consumption prediction of residential house

OSF Preprints (OSF Preprints) 2026 Preprint

Authors: Amanullah Quamer, Shafquat Rana, Joshua M. Pearce, Joshua M. Pearce
Cited by: 0

Abstract

XGBoost model with spike handling mechanism for electrical load prediction of a fully electrified house based on temperature. The model is trained and validated based on historical datasets.

Fields of Study & Subjects

Energy Load and Power Forecasting Smart Grid Energy Management Building Energy and Comfort Optimization

Publication details

Journal / source
OSF Preprints (OSF Preprints)
Publication date
3 March 2026
Language
EN
Document type
Preprint