3 papers
cs.LG2026
FarSky: Task-Aware Latent-Space Coupling for Generative Intra-Hour Solar Forecasting
Yann Fabel, Bijan Nouri, Milon Miah +4
Accurate solar irradiance forecasting is essential for the reliable integration of photovoltaic power into modern electricity grids. All-sky imagers (ASI) provide high-resolution o…
cs.CV2025
Scalable heliostat surface predictions from focal spots: Sim-to-Real transfer of inverse Deep Learning Raytracing
Jan Lewen, Max Pargmann, Jenia Jitsev +3
Concentrating Solar Power (CSP) plants are a key technology in the transition toward sustainable energy. A critical factor for their safe and efficient operation is the distributio…
cs.LG2024
Inverse Deep Learning Ray Tracing for Heliostat Surface Prediction
Jan Lewen, Max Pargmann, Mehdi Cherti +3
Concentrating Solar Power (CSP) plants play a crucial role in the global transition towards sustainable energy. A key factor in ensuring the safe and efficient operation of CSP pla…