Day of week and public holidays presented as categorical variables were also controlled in the models. Seasonality and long-term trends were controlled using a natural cubic spline of time with 7 degrees of freedom per year, a common choice for time-series studies38. In the second stage, we ...
Load forecasting results of all models from 6 July 2014 to 12 July 2014 based on the VIC dataset. Table 7. Load forecasting evaluation on the VIC dataset. The MAPE errors of all models in the boxplot are depicted in Figure 13. It is evident that the SCINet-based hybrid models exhibi...