Solar Irradiance Forecasting

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17 papers1 paper in the last four weeks, down 67% on the four weeks before. 0.0% of all new papers.

  1. Single-stage joint diffusion of sky images and clear-sky index for ultra-short-term irradiance forecasting: what the frame-to-irradiance stage discards

    Oct 15, 2026Kanawut Suwandee, Suwichaya SuwanwimolkulSolar Irradiance ForecastingTime Series Forecasting

    Chulalongkorn University, 254 Phaya Thai Rd, Wang Mai, Pathum Wan, Bangkok, 10330, Thailand

  2. Bidirectional Multimodal Fusion of Sky Images and Time-Series for Solar Forecasting with Large Language Models

    Sep 10, 2026Ken Chen, Maneesha Perera, Wei Wang +3Multivariate Time Series ForecastingMultimodal Large Language Models

    Department of Mechanical Engineering, The University of Melbourne, Melbourne, Australia · Department of Mechanical Engineering, Sri Lanka Institute of Information Technology, Sri Lanka

  3. When Does Advection-Aware Graph Nowcasting Help? A Controlled Study of Distributed Solar Ramp Forecasting with a Self-Supervised Cloud-Motion Estimator

    Sep 8, 2026Phillip JiangSolar Power ForecastingSolar Irradiance Forecasting

    Appsofa LLC

  4. SolarBench: A global solar energy nowcasting benchmark

    Sep 5, 2026Yuhao Nie, Stephen Campbell, Quentin Paletta +18Solar Power ForecastingSolar Irradiance Forecasting

    Institute for Data, Systems, and Society, Massachusetts Institute of Technology, United States. · Laboratory for Information and Decision Systems, Massachusetts Institute of Technology, United States. · Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, United States. +13

  5. FarSky: Task-Aware Latent-Space Coupling for Generative Intra-Hour Solar Forecasting

    Aug 6, 2026Yann Fabel, Bijan Nouri, Milon Miah +4Solar Irradiance ForecastingTime Series Forecasting

    1DLR, Institute of Solar Research · 2RWTH Aachen University · 3CIEMAT, Energy Department, Renewable Energy Division

  6. A Controlled Visual-Backbone Benchmark for Multimodal Short-Term Solar Irradiance Forecasting

    Jul 26, 2026Oshadha Samarakoon, Dushan Herath, Ishara Ranmandala +4Solar Irradiance ForecastingVision Transformer

    Dept. of EEE, University of Peradeniya · Peradeniya, Sri Lanka · MARC, University of Peradeniya

  7. A Deep Learning Framework for Predicting Solar EUV Irradiance During Significant Flares

    Jul 21, 2026Sathvik Soman, Jason T. L. Wang, Haimin Wang +1Solar Irradiance ForecastingTime Series Forecasting

    New Jersey Institute of Technology, Newark, NJ, USA · Sam Houston State University, Huntsville, TX, USA

  8. Climate-Invariant Conformal Prediction Intervals for Multi-Horizon Solar and Wind Forecasting

    Jul 13, 2026Shreedhar Gangwar, Abhinav Bains, Banalaxmi BrahmaRegression Prediction IntervalsGroup-Conditional Conformal Prediction

    B. R. Ambedkar National Institute of Technology, Jalandhar, India · Department of Computer Science and Engineering, Dr. B.R. Ambedkar National Institute of Technology Jalandhar, India

  9. Step-adaptive multimodal fusion network with multi-scale cloud feature learning for ultra-short-term solar irradiance forecasting

    Jun 4, 2026Jingxin Zhang Xiaoqin WangSolar Irradiance ForecastingTime Series Forecasting

    School of Automation, Southeast University, Nanjing, 210096, China

  10. A Quantum Inspired Variational Kernel and Explainable AI Framework for Cross Region Solar and Wind Energy Forecasting

    May 9, 2026Pavan Manjunath, Thomas PruferPower SystemsTime Series Forecasting

    Independent Research Scholar, Germany

  11. Forecasting Solar Energy Using a Single Image

    Apr 23, 2026Jeremy Klotz, Shree K. NayarSolar Irradiance ForecastingSolar Power Forecasting

    Computer Science Department, Columbia University, 500 West 120th St., New York, 10027, NY, USA

  12. Outperforming Self-Attention Mechanisms in Solar Irradiance Forecasting via Physics-Guided Neural Networks

    Apr 15, 2026Mohammed Ezzaldin Babiker Abdullah, Rufaidah Abdallah Ibrahim MohammedSolar Irradiance ForecastingSolar Power Forecasting

    Omdurman Islamic University, Omdurman, Sudan.

  13. Physics-Informed State Space Models for Reliable Solar Irradiance Forecasting in Off-Grid Systems

    Apr 13, 2026Mohammed Ezzaldin Babiker AbdullahSolar Irradiance ForecastingTime Series Forecasting

    Department of Electrical and Electronic Engineering, Faculty of Engineering Sciences, Omdurman Islamic University, Omdurman, Sudan

  14. Dissimilarity-Based Persistent Coverage Control of Multi-Robot Systems for Improving Solar Irradiance Prediction Accuracy in Solar Thermal Power Plants

    Mar 26, 2026Haruki Kawase, Taiga Sugawara, A. Daniel CarnereroSolar Irradiance ForecastingMulti-Robot Systems

    Graduate School of Engineering Science, The University of Osaka, Osaka, Japan.

  15. Deep Learning Multi-Horizon Irradiance Nowcasting: A Comparative Evaluation of Three Methods for Leveraging Sky Images

    Mar 17, 2026Erling W. Eriksen, Magnus M. Nygård, Niklas Erdmann +1Solar Irradiance ForecastingSolar Power Forecasting

    Institute for Energy Technology · University of Oslo Department of Technology Systems

  16. Integrating Weather Foundation Model and Satellite to Enable Fine-Grained Solar Irradiance Forecasting

    Mar 16, 2026Ziqing Ma, Kai Ying, Xinyue Gu +7Solar Irradiance ForecastingSolar Power Forecasting

    DAMO Academy, Alibaba Group, Hangzhou, Zhejiang, China · College of Computer Science, Zhejiang University of Technology, Hangzhou, Zhejiang, China · DAMO Academy, Alibaba Group, Bellevue, USA

  17. Two-Stage Photovoltaic Forecasting: Separating Weather Prediction from Plant-Characteristics

    Mar 4, 2026Philipp Danner, Hermann de MeerSolar Power ForecastingSolar Irradiance Forecasting

    University of Passau, Innstraße 41, Passau, Germany