crossrefSustainability2026-07-02Cited by 1
Forecasting U.S. Renewable Energy Consumption Using Advanced Machine Learning, Deep Learning, and Time-Series Foundation Models: A Monthly Multisector Benchmarking and Planning Analysis
U.S. renewable energy consumption has expanded substantially over the past five decades, but this transition cannot be adequately characterized by aggregate growth alone. This study developed an integrated empirical, forecasting, uncertainty, reconciliation, scenario, and plannin…