Ayoub Oufadel

Comparing Photovoltaic Power Prediction: Ground-Based Measurements vs. Satellite Data Using an ANN Model

2023 · IEEE Journal of Photovoltaics

Accurate prediction of photovoltaic (PV) power output is crucial for assessing the feasibility of early-stage projects in relation to specific site weather conditions. While various mathematical models have been used in the past for PV …

Soft sensors for dust estimation with high accuracy: AI-driven approach for CSP solar mirror soiling classification

2025 · International Journal of Sustainable Energy

Concentrating solar power plants convert solar energy into electricity by using mirrors to concentrate sunlight, but dust, particularly in arid and semi-arid regions, reduces their efficiency. This study proposes an innovative AI-based approach for monitoring …