EnergizeOS Microgrid EMS is organized as a strict layered system. Intelligence flows downward as recommendations; only the deterministic EMS core issues commands to equipment.
The LLM layer is responsible for understanding user intent, explaining system status, generating reports, coordinating analytical tools, recommending strategies, and helping operators understand alarms, revenue gaps, dispatch results, and operational risk. It is a reasoning and communication layer — not a control layer.
Domain-specific optimization and analytics: dispatch recommendation, revenue optimization, load and price forecast usage, battery degradation analysis, anomaly detection, fault explanation, operational risk scoring, and microgrid scenario analysis. Outputs are structured recommendations with confidence and constraints — never direct device commands.
Real-time control, PCS command execution, BMS coordination, relay and meter interfaces, Modbus/SCADA communication, protection logic interfaces, interlock logic, safe operating limits, manual override, emergency stop, and fail-safe behavior. All control paths are deterministic, testable, and auditable.
Protocol adapters (Modbus TCP, DNP3, IEC 61850), device register maps, time-series ingestion, and the site data model that feeds both control and analytics.