Research IdeaNov 27, 2025
LLM-Enhanced Predictive Battery Management with Multi-Agent Coordination for Urban EV Fleets
A novel framework combining LLM-based multi-agent systems with predictive battery thermal management for coordinating urban EV fleets. The system leverages natural language interaction for fleet operators while optimizing battery longevity and energy efficiency through distributed intelligence and real-time thermal management.
battery-thermal-managementmulti-agent-systemslarge-language-models