Ghulam Abbas

IBT-PPO: A Dual-Stage Intelligent Forecasting and Reinforcement Learning Framework for Optimal Scheduling in Hybrid Renewable Energy Systems

In this work, Intelligent Bidirectional Long Short-Term Memory with Temporal Fusion Transformer-based prediction and Proximal Policy Optimization (IBT-PPO) is proposed in response to the challenges of uncertain renewable generation, fluctuating demand, and inefficient energy scheduling in hybrid renewable energy system...