Improving Solar Radiation Forecasting Utilizing Data Augmentation Model Generative Adversarial Networks with Convolutional Support Vector Machine (GAN-CSVR)

Abbas Mohammed Assaf*, Habibollah Haron*, Haza Nuzly Abdull Hamed, Fuad A. Ghaleb, Mhassen Elnour Dalam, Taiseer Abdalla Elfadil Eisa

*Corresponding author for this work

    Research output: Contribution to journalArticlepeer-review

    1 Citation (SciVal)
    Original languageEnglish
    Article number12768
    JournalApplied Sciences
    Issue number23
    Publication statusPublished (VoR) - 28 Nov 2023


    • convolutional neural network
    • data augmentation
    • generative adversarial network
    • loss function
    • solar radiation data
    • support vector regression

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