Time series analysis of electricity consumption

Source publication

Distribution analysis of electricity consumption for selected entities

Pairwise relationship analysis among key entities

Correlation analysis among selected entities

Boxplots of electricity consumption across a subset of entities

Optimizing sustainable building retrofits with Emperor Penguin Optimization: a machine-learning approach for energy consumption prediction

Article

Full-text available

Feb 2024

Jumana Shihadeh
Main Abushaikha
Nusaiba Zghoul

In the growing area of building sustainability, retrofitting methods are vital for energy efficiency and consumption reduction. This research examined retrofit measures’ potential for transformation, focusing on energy use. We used descriptive analysis, rigorous statistical testing, and cutting-edge machine learning to assess this phenomenon’s impa...