Open access
Sep 2026
IBT-PPO: A Dual-Stage Intelligent Forecasting and Reinforcement Learning Framework for Optimal Scheduling in Hybrid Renewable Energy Systems
The proposed Intelligent Bidirectional Long Short-Term Memory with Temporal Fusion Transformer-based prediction and Proximal Policy Optimization (IBT-PPO) system integrates multi-horizon probabilistic forecasting and adaptive feature weighting for better prediction and planning accuracy and achieves a 24.1% cost reduct...
H. Alnuman, Ghulam Abbas, Paolo Mercorelli
· Energies · 0 citations