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AI Architecture › L2 · Data Fabric
L2 · Data Fabric

ICE-Piston Preload Telemetry

The cryogenic ICE-PISTON preload cycle sets the magnets' mechanical baseline; its telemetry defines the reference every strain feature is measured against.

THE STACK · click to jumpL7Ecosystem & StrategyL6Experience & VisualizationL5Applications & CopilotsL4OrchestrationL3Twin Modeling & AIL2Data FabricL1Control PlaneL0Foundation▲tlmctl▼L2 · DATA FABRICTelemetry, validation, and the machine's memory.160+ Port Telemetrysensor bus2Signal Validationrange & sanity3Feature Engineeringderived signals4Time-Series Archivefull history5Feature Storetraining-ready6Vector DBembeddings for RAGMACHINE TIEIngests from diagnostics; serves the twin (L3) and copilots (L5).KRONOS FUSION ENERGYAI-NATIVE S.M.A.R.T. GENERATORDATA FABRICSHEET 04REV. 2026-08L2 · AI-NATIVE STACK
L2 · Data Fabric — its place in the stack (left, click any layer) and its internal components (right). Telemetry rises; control descends.

Preload as reference

Before the magnets carry field, the ICE-PISTON cryogenic preload cycle establishes a controlled mechanical clamp on the winding pack and structure. This preload is what lets the REBCO magnets withstand the Lorentz loads at 16.84 T in the breeder and 26.49 T at the burner's plugs. Its telemetry defines the mechanical baseline against which every operational strain is measured.

What the cycle reports

Setting the strain baseline

When the preload completes, the fabric captures the strain state as the baseline for the strain-delta feature. This is why the delta isolates operational load: the static preload has already been subtracted. A preload that lands off-nominal changes the baseline, which the fabric records so later deltas remain meaningful.

A safety-relevant precondition

Because magnet mechanical integrity depends on correct preload, the preload telemetry is a go/no-go precondition, checked before high-field operation. It also enters the thermal budget the twin tracks, since the same cryogenic system cools the magnets and touches the diagnostic feedthroughs. The preload cycle is an engineering design specification for the FOAK machines under construction from Q2 2027.

Content reviewed August 2026 · design-and-simulation stage