IEEE

Solar Energy Forecasting Using Statistical, Machine Learning, and Deep Learning Approaches

Abstract: Solar energy is one of the vital Distributed Energy Resources (DERs) for creating a Virtual Power Plant (VPP). However, its integration into the electricity grid is challenged by its ...
IEEE

A Comparative Study of Statistical and Machine Learning Models for Price Prediction: A Case Study for Agricultural Dataset

Abstract: Traditional econometric models, such as the Fixed Effects Model (FEM) and Random Effects Model (REM), effectively address structured datasets by capturing fixed and inter-group variability ...