ANFIS-based predictive control for photovoltaic systems under partial shading conditions

Abderrahim Fayçal Megri, Houria Bayarassou, Laboratory of Electrical Engineering Polytechnic of Constantine , National Polytechnic School of Constantine , Laboratory of Electronics and New Technologies, Oum El Bouaghi University, Oum El Bouaghi

Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy

Published online on May 09, 2026

Abstract

Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy, Ahead of Print.
This paper proposes a novel hybrid Maximum Power Point Tracking (MPPT) strategy for photovoltaic (PV) systems operating under variable irradiance and partial shading conditions by integrating an offline-trained Adaptive Neuro-Fuzzy Inference System (ANFIS)...