L1 Sensing & execution
Collect metering, environmental and device states. Pass authorized actions and acknowledgments through approved interfaces. Native device protection takes priority over AI.
Bring compute tasks, distributed generation, storage and flexible loads into one resource view. This public overview explains responsibilities, operating boundaries and validation. Protocol support, response times and available functions require project testing.
AI concept · Not a project photograph or product specificationThese layers describe control and service responsibilities, not the physical endpoint, community and regional deployment tiers.
Collect metering, environmental and device states. Pass authorized actions and acknowledgments through approved interfaces. Native device protection takes priority over AI.
Run models and queues, reporting power, health and task constraints. Only validated flexible workloads enter the adjustable resource pool.
Check site capacity, equipment state and authority before executing valid policies. Handle disconnection and faults using previously tested procedures.
Aggregate resources, forecast demand, coordinate sites and analyze results. Site safety must not depend on permanent cloud connectivity.
Connect energy, compute and operating services where qualifications and interfaces permit, supporting metering, verification and settlement.
Understand state and constraints, formulate a policy, then verify execution.
Combine power, temperature, queues, storage state and device health in timestamped records. Distinguish rated, online and committable capacity.
Design adapters around site protocols, point-list quality and vendor permissions. Exchange only necessary data; integration does not imply control authority.
Specify target equipment, validity and fallback conditions. Compare targets with measured results and record deviations and exceptions.
Expand from a single site to multiple sites only as recovery capability grows.
Validate data collection, permissions, execution and recovery first. Before expansion, check networks, data location, model compatibility and migration costs.
Use agreed valid policies and local protection. Stop expired commands. Reconcile states before gradually resuming control.
Choose recovery according to checkpointing, migration and deferral capabilities. Critical tasks that cannot move need a separate continuity plan.
Power, queues, device health
Permissions, capacity, deadlines
Assign location and time window
Retain native device protection
Results, deviations, traceability
Public logic illustration, not live telemetry. Observations feed validated decisions; execution returns auditable evidence.