Research IdeaNov 27, 2025
MetaCog-Grid: Uncertainty-Aware LLMs for Resilient Microgrid Control
A novel framework combining LLM metacognition capabilities with distributed microgrid control systems to enhance power grid resilience. The system uses uncertainty quantification from LLMs to make robust decisions about power distribution and load balancing, while incorporating real-time sensor data and weather forecasts.
metacognitive-aimicrogrid-controluncertainty-quantification