Roll Grader

Grade every roll against your policy

The plant hub that reviews, grades, slits and archives every roll from every line, and gets better with each roll your team reviews.

What Roll Grader does

Policy-based grading

Define quality policies per product type. Roll Grader applies them automatically from the production order.

Slitting plans

Plan daughter rolls from the graded map and hand the result to the slitter.

Cross-line archive

One repository for every roll on every line, with genealogy from master to daughter roll.

AI-assisted review

Uncertainty-ordered review queue. Confident cases are pre-approved; ambiguous ones get human eyes. Every correction trains the model.

Reports and claim defence

Audit trail for every grading decision, exportable for customers and auditors.

Vendor neutral

Ingests from ImageFlow, Roll Tagger and third-party inspection systems.

The review and slit workspace

Roll Grader review view: spatial defect map, event table and review pane
Review: map, event table and image pane for one roll.
Roll Grader slit planning view
Slit planning against the graded map.

Read: the quality and production cockpit for web converting  ยท  Read: process-directional inspection

From defects to diagnoses

A camera answers "what is this blob?". Roll Grader answers "what is the line telling us, and what should the operator do?" Every defect event lives at a machine-direction position, a cross-direction position and a time. Seven patterns cover what those events do, and each pattern points at one class of cause on every web process.

PatternSignature on the rollWhat it points to
StreakFixed cross-direction position, continuous along the rollA stationary part at that CD: die lip deposit, doctor-blade nick, blocked dryer nozzle, scored guide roll
RepeatFixed machine-direction period, any CDA rotating part with that circumference: chill roll, nip, embossing roll, plate or cylinder
BurstRate spike at a moment in time, then decaysA transient from a logged event: screen change, job start, adhesive batch change
DriftSlow trend in rate or severity over hours or daysAn ageing consumable or slow thermal shift: screen pack, blade wear, viscosity
StepSudden, sustained change in levelA discrete process change: resin lot, tension setpoint, new substrate roll
EdgeConcentrated in the outer CD bandsEdge handling or web geometry: neck-in, edge bead, trim knife, bubble instability
ScatterRandom in MD and CD at a stable rateProcess noise or environment: dust, resin contamination, airborne particles

The detectors are built once; only the cause-to-action tables differ by process (extrusion, lamination and coating, printing, converting). Each table is drafted with your process engineers and ranked by operator feedback. Roll Grader advises; setpoint changes stay with the operator and the existing controllers.

Reading the roll in the context of the line

Most false alarms and most missed diagnoses come from applying steady-state rules during a transition. Roll Grader tracks the state of every line from the events the plant already logs and interprets each defect against it.

Startup

From job start until the defect rate enters the expected band.

Settling

After any setpoint, roll or consumable change, until the rate returns to its pre-change band.

Steady

The full rule set applies; anything new is a real event.

Transition

A planned change in progress: job, roll, speed or consumable.

Upset

Rate outside band with no logged event to explain it.

Shutdown

Stop marks dwell damage; restart is a mini-startup.

Settling templates

For each line, product family and event type, Roll Grader learns the expected trajectory of each defect class after the event: the typical curve, a tolerance band, and the metres to return to steady. A live run is scored against its template.

What that gives the operator

  • Predicted time to spec: "register will be within tolerance in about 180 m", so the switch from waste to good happens with confidence, not a conservative margin.
  • Abnormal transient: "this startup is taking 2.3x the usual length" is itself a diagnosis.
  • Steady-state deviation: a defect that appears after settling is a new event with its own cause search.

Roll genealogy and inherited defects

In a plant that extrudes, laminates, prints and converts, a defect seen at the slitter may have been made three lines earlier. Carrying the defect map with the roll turns every downstream camera into a second inspection of every upstream line.

Attribution

A repeat at the printer whose period matches the extruder's chill roll, corrected for stretch, is the extruder's problem. The advisor says so and raises it on the extrusion line, not the printer.

Earlier detection

A faint gel line the extruder's camera missed becomes visible after printing. Projected back, it enriches the extruder's defect map and drift statistics.

Downstream warning

When a roll with a known map is loaded, the downstream line is told where the defects will arrive and can skip, flag or slow instead of discovering them again.

Customer claims

A claim on finished product links back through the genealogy to the run, lot and process events of every line that touched it.

Each roll record carries its parent rolls and the transform between them: direction (reversed on every rewind), MD offset from trim and splices, stretch from lamination and printing, and the slit lane. Roll Tagger supplies the roll IDs and encoder truth that make the transform exact.

What it makes measurable

Each KPI is computed from data Roll Grader already holds.

Startup waste per jobMetres from job start to template-confirmed steady state
Time to spec after a changeSettling time after a speed, roll or consumable change, against the template
Attributed defect shareShare of defect events with a confirmed cause
Upstream attribution rateShare of converting and printing defects traced to an upstream roll
Mean time to diagnose an upsetFrom upset state to confirmed cause
First-pass yield by line and productGood output over total output: the sum of the above

At a glance

Deploys asOn-premise plant server
SourcesImageFlow, Roll Tagger, third-party inspection systems
OutputsGraded roll maps to Roll Tagger at slitter and unwind; reports; exports
UsersQuality managers, plant managers, process engineers
LicensingPerpetual, per site