Teachable Process-State Axes (Valves, Dampers, Doors, Loads)

Big metal things like valves, doors and dampers each reflect WiFi waves in their own way, and each position leaves a different fingerprint in the signal. During teaching, an operator simply puts the asset in each state while the system watches. From then on it reads that state continuously, with nothing installed on the asset.

In the physics: Every large metal actuator position (valve handwheel + stem, damper blade, roller door) is a distinct scatterer configuration producing a repeatable static CIR fingerprint (delays + amplitudes). Controlled perturbation during teaching isolates exactly which CSI subspace that asset controls, making the axis robust to unrelated variation.