UC-04 · Predictive feed monitoring

Roller Empty Detection

Material rollers run dry. Hoppers drift toward empty. Feeders skip a beat. Each is a small event that becomes a big event when no one's watching. Vision-based fill-level monitoring tracks every roller, every hopper, every feeder — and warns before the line stops, not after.

REC INSPXION AS-01 LIVE INSPXION AS-01 · ROLLER EMPTY 240 RPM ZERO MISS LIVE InspXion EMPTY SPEC ROLLERS 12 / cam RESOLUTION 5 MP THRESHOLD 20% / 10% ALERTS TIERED REJECT · EMPTY · 1 ROLLERS 11 / 12 AVG FILL 62% ALERTS 1
Why it matters

Operators can't watch every roller every minute.

On a 12-station line, the operator has 11 other things to watch. Roller-empty events that get caught manually are the ones that already caused 30 seconds of bad output. Predictive vision catches the *trend* — fill level dropping faster than expected — and alerts before the empty event happens.

Two paths to the same outcome

Retrofit, or build it in from the start.

Retrofit · use what you have

If you have rollers monitored manually.

Photoelectric sensors at the bottom of a hopper only fire when material is already at zero. By then, you've already missed feed events. We add overhead vision that measures fill *level* continuously across all rollers in the line. Existing feed actuators stay; the vision layer adds predictive trend.

  • Single camera covers up to 12 rollers in one frame
  • Continuous fill-level measurement, not binary empty/not-empty
  • Predictive alerts at 20% / 10% / 5% remaining (operator-configurable)
  • Trend analysis: alerts when consumption is faster than expected
  • Mounts to existing structure — no roller modification required
Greenfield · spec from scratch

If you're designing a new feed system.

Specify the IX-AS/01 overhead in the line layout. Single camera, single PoE+ cable, zero feeder modifications. The vision system becomes the primary fill-level sensor; the photoelectrics become the redundant safety layer. Cleaner cabling, fewer instruments, better data.

  • Single overhead camera replaces 12 individual fill sensors
  • PoE+ cabling — one cable for camera + lighting + I/O
  • Per-roller fill curves logged to MES for OEE analysis
  • Predictive consumption modeling: alert before the operator looks
  • Industry 4.0 ready: roller telemetry to your existing dashboards
How it works

Four steps from camera to verdict.

01

Observe

Overhead camera captures all rollers continuously. Each roller indexed to a known position.

02

Measure

Fill level per roller calculated as a percentage. Trend line per roller updated every second.

03

Predict

Trend extrapolation: if consumption holds, when will this roller hit empty?

04

Alert

Tiered alerts (20% / 10% / 5%) routed to operator HMI. Auto-feed actuators triggered on threshold.

Compatible with

The InspXion stack for this use case.

Ready to put this into production?

Get a sized configuration in 48 hours.

Tell us your line, your existing equipment, and your tolerance window. We'll come back with a retrofit assessment, a greenfield specification, and a rough cost estimate within two business days.