Predictive maintenance · RP2040-ETH · Wi-Fi + Ethernet
Register each predictive-maintenance unit, program its analog classifier remotely, and collect the machine health data it streams back — across every thermoforming machine in the plant.
Every unit registers with a private ingest token and pushes over Ethernet or Wi-Fi to the same console.
Edit the 4x16 weight matrix, biases, gains and V_min references, then queue an apply-config job to the box.
Four analog channels, winner-take-all class, confidence and health score, stored per device.
Critical, warning and info events per asset with acknowledgement tracking.
Reboot, calibrate, self-test and firmware jobs are delivered on the box's next sync poll.
Each account only sees its own devices, telemetry, models and commands.