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    Microgrid Multivariate Load Forecasting Based on Weighted Visibility Graph: A Regional Airport Case Study by Georgios Vontzos, Vasileios Laitsos, Dimitrios Bargiotas, Athanasios Fevgas, Aspassia Daskalopulu, Lefteri H. Tsoukalas

    Published 2025-04-01
    “…The proposed methodology employs visibility graph transformations, the superposed random walk method, and temporal decay adjustments, where more recent observations are weighted more significantly to predict the next time step in the data set. The results indicate that the proposed method exhibits satisfactory performance relative to comparison models such as Exponential smoothing, ARIMA, Light Gradient Boosting Machine and CNN-LSTM. …”
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