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AI Architecture › L1 · Control Plane
L1 · Control Plane

DEC Grid Modulation Loop

The fast feedback loop that keeps the burner's collector grids matched to a shifting ion spectrum, executed deterministically for stable direct conversion.

THE STACK · click to jumpL7Ecosystem & StrategyL6Experience & VisualizationL5Applications & CopilotsL4OrchestrationL3Twin Modeling & AIL2Data FabricL1Control PlaneL0Foundation▲tlmctl▼L1 · CONTROL PLANEHard real-time actuation and the autonomous failsafe.1Edge FPGAµs-determinism2Real-Time Actuationcoils · heating · fuel3Hardware Failsafeautonomous trip4Sync Gatephase-locked timing5Signal I/OADC / DAC6Watchdogliveness & interlocksMACHINE TIEDrives magnets, ice-piston, and gas puff on the sub-10 µs loop.KRONOS FUSION ENERGYAI-NATIVE S.M.A.R.T. GENERATORCONTROL PLANESHEET 03REV. 2026-08L1 · AI-NATIVE STACK
L1 · Control Plane — its place in the stack (left, click any layer) and its internal components (right). Telemetry rises; control descends.

Closing the loop on conversion

Setting collector-grid voltages once is not enough; the escaping-ion spectrum moves with plug conditions, beam power, and plasma state. The DEC grid modulation loop continuously re-matches the grids so conversion stays efficient and stable. L1 runs it as a fast deterministic loop, since a mismatch left uncorrected both loses recovery and can stress the grids.

Loop structure

The loop estimates the spectrum, computes stage voltage errors against the matched profile, and updates the grid supplies each cycle: V_stage ← V_stage + K(spectrum_target − spectrum_est). The gain K is designed offline; execution is in fabric with the multi-stage update released together. Grid supply inner loops regulate the actual voltage to the commanded value.

Stability and interaction

Because the collector loads the plasma's loss channel, grid voltage and plug/potential dynamics interact; L1 accounts for this coupling so the DEC loop and the confinement loops remain jointly stable. The digital twin's power module predicts the interaction on the shadow horizon to inform gain scheduling.

Fault behavior

A grid arc or supply fault must not propagate. The loop hands off to fault ride-through, which isolates the affected stage and keeps the rest of the train converting. This graded, deterministic fault handling is why the DEC train can run through disturbances rather than tripping the whole conversion system on any single-stage upset.

Content reviewed August 2026 · design-and-simulation stage