Study Examines When Ensemble Models Help Photovoltaic Forecasting
A new arXiv paper analyzes the trade-offs of using ensembles for solar power forecasting, noting that added components can raise computation without improving accuracy. The authors ran matched comparisons and ablation tests on a fixed set of diverse predictors, using hourly data to isolate each component's contribution. The work aims to clarify when ensemble complexity is justified for photovoltaic prediction.