Buildings · Frontier

AirPath: Vent-Flutter Airflow Verification

Checks that conditioned air is actually blowing out of each vent.

Frontier Frontier live in runtime

Plausible physics, early work — shown honestly as an experiment.

Air itself is invisible to WiFi, but the air flow makes light things flutter — diffuser vanes and duct skins tremble faster and harder as flow increases. That tiny flutter flickers the WiFi reflections in time with it. If a damper sticks closed, the flutter simply disappears from that vent.

In the physics: Air itself is RF-transparent, but airflow makes lightweight fixtures oscillate: diffuser blades and duct membranes flutter at flow-dependent frequencies and amplitudes (roughly 5-40Hz, sub-mm displacement), phase-modulating reflected paths — a micro-Doppler line whose frequency/energy tracks volumetric flow. Damper stuck closed = flutter line disappears.
Preparing the recorded fieldLoading real LatentField pipeline output…

This is real pipeline output for Buildings, replayed. The exact reading depends on your room.

Bring this into the real roomFloor Utilization Node3 sensing nodes · ~$130 parts · about 90 min
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How the field becomes an answer

Micro-Doppler spectral lines 5-40Hz gated to static (machine-vs-human discriminator rejects people) axis discovery: commissioning 'poke' sweeps each VAV damper 0-100% to teach the flow-vs-flutter axis per diffuser compartment Kalman tracks per-diffuser flow state, CUSUM flags stuck dampers and clogged filters.

How we prove it

Own-hardware only: bench rig with a variable-speed fan, standard diffuser and anemometer ground truth — establish flutter-frequency/energy vs CFM curve, then a live ceiling with commanded VAV sweeps via the BMS.

Who it is for

For the commissioning agent / HVAC service contractor: 'Continuous commissioning from the WiFi — every diffuser self-reports whether air is actually coming out, forever, with zero duct instrumentation.'

runtime Runs today in LatentField 2.0 as machine_vibration

Complete first-room estimateFloor Utilization Node3 nodes · ~$130 parts · 90 min Request kit, subscribe, or set up →
Compatible DIY hardware options
Operator Single-Venue$280–380

120 min · advanced

Operator Multi-Node$700–950

240 min · installer

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