Yasemin Bay Ayzeren

DATA SCIENCE-BASED MODELING FOR ELECTRICITY CONSUMPTION FORECASTING

Accurate forecasting of electricity consumption is central in modern energy systems for both planning and operational decision making. This research proposes a data science driven methodology for predicting electricity demand and directly compares machine learning with deep learning approaches under identical experimen...