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AI Architecture › L1 · Control Plane
L1 · Control Plane

Magnet Delta-T Quench Precursor

The earliest reliable sign of a quench in a high-field REBCO magnet is a localized temperature rise; L1 senses its rate to trip before a normal zone spreads.

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.

The physics of the precursor

A quench begins when a small region of REBCO conductor exceeds its current-sharing temperature and transitions from superconducting to normal. Ohmic heating in that normal zone raises the local temperature, and the zone can propagate. Because REBCO has a slow normal-zone propagation velocity, detection cannot wait for the zone to grow — the local ΔT and its time derivative are the actionable early signature.

Sensing approach

Kronos co-instruments the winding: distributed fiber thermometry and resistance thermometers report absolute temperature; co-wound voltage taps report the resistive voltage that appears as soon as a segment goes normal. The trip criterion combines a temperature-rate threshold d(ΔT)/dt and a resistive-voltage threshold, so a genuine normal zone is separated from inductive pickup and coolant transients.

Detection math

In the simplest form the balance is C dT/dt = Q_joule − Q_cooling, where a forming normal zone injects Q_joule = I²R_normal locally. The comparator watches for d(ΔT)/dt exceeding a bound that cooling cannot produce, catching the event while R_normal is still small and the current can still be commutated cleanly.

Two machines, same hazard

The breeder's toroidal-field and PF coils and the burner's 26.49 T plug / 17 T throat magnets share this hazard and this precursor logic. Thresholds differ with operating field and conductor margin, but the ΔT-rate detection principle is common, feeding the same bypass dump action.

Content reviewed August 2026 · design-and-simulation stage