All capabilities
Industrial & Energy Shared-family mapped

ClearCert

LOTO Clear-Zone Certification

Cone-bounded empty-cell feasibility evidence; never a lockout/tagout clearance or power-enable control.

Readiness Shared-family mapped

Mapped to a shared offline runtime family and usable with a recording or compatible ESP32 CSI stream.

Evidence Strong theory Supported hypothesis

Published physics or adjacent results support the hypothesis; capability-specific product and site validation are still required.

Runtime family Presence

Calibrated motion and presence score from CSI variance and change statistics.

When no ESP32 is connected

No compatible ESP32 stream is connected. Use the bundled Industrial recording; it demonstrates the shared Presence runtime, not independent proof of this capability.

Intended capability

Pilot this intended outcome through the shared Presence family, then validate it against site-specific ground truth: Certifies a machine cell as human-empty before re-energization: no moving and no static (breathing) target anywhere in the declared cones for a full hold window, stamped into the lockout-tagout close-out record with one bounded clear-zone snapshot.

This describes the intended outcome. Readiness is shared-family mapped, evidence is class B, and a catalog mapping or recording is not proof of this outcome at a real site.

Solution blueprint

See the environment before installing it.

This exact kit is one of 191 first-class designs. It includes geometry, objects, nodes, wording, scenarios, installation, limitations, and catalog-bound readiness.

Shared-family mapped

No rendered revision is available yet.

Bundled recording

A related Industrial scene

This is one recorded vertical scenario. It is not separate validation of every capability in the catalog.

01 The physics

LD2410C static micro-motion detection holds a motionless, crouched or slumped human to 4-6 m in-cone — the empty-versus-occupied certainty 6.6 Hz CSI cannot give once motion stops. Certification is scoped to declared cone coverage (large cells take a second radar); the XIAO Sense camera contributes a single event-triggered snapshot as audit evidence of the cleared zone, not surveillance.

02 Shared processing path

LOTO close-out request -> LD2410 all-gates-quiet hold across declared cones (T seconds) -> CSI cell-zone quiet cross-check -> bounded clear-zone snapshot -> signed empty-certificate into the LOTO record

This is a capability design path. Components may be shared with other catalog entries; it is not presented as a unique algorithm.

03 Validation plan

Cell trials with hidden still volunteers (crouched, prone, partially occluded) measuring miss rate against the cone coverage map; false-occupied audit against running auxiliaries; per-cell coverage-declaration procedure validated.

04 Commercial hypothesis

'Re-energize on evidence, not on a walk-around' — for plant safety managers hardening LOTO close-out.