Adaptive Energy Optimization for PV-Integrated EV Parking Lots in a Reconfigurable Microgrid Based on the Serval Optimization and Multimodal Adaptive Spatio-Temporal Graph Neural Network

Key Points

• Energy optimization improves efficiency in photovoltaic-integrated electric vehicle parking lots, enhancing their sustainability.
• Optimized systems can adapt based on changing conditions, utilizing advanced spatio-temporal algorithms for real-time adjustments.
• Analysis of energy flows within reconfigurable microgrids demonstrates integration of renewable resources and electric mobility.
• Highlights the need for efficient resource management in urban infrastructure to support growing electric vehicle adoption.