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Automotive & Transport Research concept

DryFreight

Wet Freight Early Warning — Moisture Ingress in Trailers & Reefers

Pilot moisture-drift evidence for supervised trials; not a cargo-protection guarantee.

Readiness Research concept

A frontier proposal with a validation plan, not an implemented detector.

Evidence Frontier Unvalidated concept

An early research proposal with no capability-specific product validation yet.

Runtime family Not mapped

No browser runtime is assigned to this capability yet.

Why live sensing is unavailable

This is a research concept, not an implemented detector. Show its physics and validation plan without generating synthetic claims.

Intended capability

Evaluate the sensing evidence for “Wet Freight Early Warning — Moisture Ingress in Trailers & Reefers” in a stationary, controlled, ground-truthed vehicle study. This is not a vehicle, occupant, child, pet, or driver-safety system.

This describes the intended outcome. Readiness is research concept, evidence is class C, 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.

Research concept

No rendered revision is available yet.

Bundled recording

A related Automotive scene

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

01 The physics

Water's eps_r ~80 versus dry cargo/insulation ~2-4 means even small moisture accumulation dramatically changes local permittivity, shifting path delays through affected regions and re-weighting reflection amplitudes. The change is spatially localized and monotonic over days — invisible to any instantaneous sensor but ideal for drift statistics.

02 Shared processing path

RFF/NeRF eps_r map re-solved nightly at depot -> voxel-level compartment Kalman -> CUSUM on per-voxel eps_r drift over days/weeks -> RTI localization of the wet region.

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

Own-hardware: reefer trailer mock-up with controlled water injection into wall insulation (100ml/day), 30-day ESP32 capture, verify CUSUM detection latency and voxel localization vs moisture-meter ground truth.

04 Commercial hypothesis

Cargo-damage and reefer-insulation failure insurance-grade early warning — sold to cold-chain fleet owners and marine cargo insurers who eat wet-freight claims.