SREF: A data-driven stacked ensemble framework for solar radiation prediction using meteorological features

Ashish Sharma, Rituraj Jain, Nausheen Khilji, Ramesh Babu Putchanuthala, Department of Technology, JIET Universe, Department of Information Technology, Marwadi University, Department of Technology, JIET Universe, Department of Computer Science , Narsimha Reddy Engineering College

Building Services Engineering Research and Technology: An International Journal

Published online on November 29, 2025

Abstract

Building Services Engineering Research & Technology, Volume 47, Issue 3, Page 391-416, May 2026.
The accurate forecasting of the solar radiation is critical in the effective planning, performance, and reliability of the solar energy systems. Nevertheless, most current models offer difficulty of expressing sophisticated non-linear correlations and ...