Due to the ability of sidestepping mode aliasing and endpoint effects, variational mode decomposition (VMD) is usually used as the forecasting module of a hybrid model in time-series forecasting. Howe
It is well-known that in the presence of multicollinearity, the ridge estimator is an alternative to the ordinary least square (OLS) estimator. Generalized ridge estimator (GRE) is an generalization o
The dataset belongs to "Adaptive Forecasting Techniques for Load Variability in SEIG-ELC Off-Grid Systems using Machine Learning and Grid Search Optimization"
The present study focuses on the wind power data from a province in Northwestern China, collected from a wind farm between October 31st, 2021 and January 31st, 2022. The dataset, comprising 2209 sampl