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Inspection of Sheet Material

Inspection of sheet material as it is fed or cut: surface defects, dimension and edge quality at production speed.

Solution Overview

Sheet-by-sheet inspection with flexible cycle time and clear judgment units

Quick answers

The sheet-material AI visual inspection solution feeds sheets one by one and images each sheet, detecting holes, scratches, foreign matter, uneven coating and dimensional or contour defects. It outputs OK/NG and interlocks with sorting, and is suitable for sheet film, cardboard and laminated sheet materials; compared with a roll-material solution it is easier to integrate into high-mix, small-batch production.

Sheet material has already been cut into individual sheets, so inspection naturally centers on "sheet" as the unit. This brings two benefits: a clear judgement unit (this sheet passes or fails), and simple NG handling (simply pick that sheet out).

Compared with roll stock, the sheet solution offers more flexible cycle time: it can work with manual loading for semi-automatic inspection, or be built as a fully automatic loading line. The trade-off is that single-sheet loading and unloading takes time, so throughput is lower than with continuous material feed.

The engineering focus of sheet inspection is Consistency of the loading pose: only the same position and the same angle allow a single set of judgement specifications to be used.

inspection Content

Judgement Items This Solution Addresses

Sheet Material AI Visual Inspection Solution: Inspection Zone LayoutThe workpiece is divided into several inspection positions, each judged in turn before composing the part-level OK/NG conclusion.Workpiece (Illustrative)123456Each product is divided into 6 inspection positions according to the assembly drawing, and the conclusion for the whole part is combined from the position-by-position judgementsInspection position (ROI) judged qualifiedThis position NG → whole part judged NG
Inspection position (ROI) zoning diagram ——The sheet material AI visual inspection solution usually divides the inspection area position by position according to the assembly drawing; if any position is judged NG, the whole part is judged NG.
inspection itemJudgement ItemRemarks
Holes and DamageHoles and tears visible in transmitted lightTransmitted-light imaging gives the highest contrast
Scratches and IndentationsSurface linear damage, pitsLow-angle or stripe light
Foreign Matter and ImpuritiesParticles, fibers, adhesive beadsMust be distinguished from the surface texture
Coating Application and Coating LayerMissed coating, uneven thicknessRequires a stable illumination datum
Stains and Color DifferencesOil spots, water marks, batch-to-batch color differenceDistinguished from natural texture
Dimensions and ContourOutline, hole position, spacingMeasured After Positioning
Edge QualityBurrs, notches, uneven edgesContour Extraction

inspection Method

Visual inspection judgement chainThe complete chain from image acquisition to OK/NG judgement and PLC interlocking.image acquisitiontrigger captureTarget Positioningtemplate matchingfeature recognitionAlgorithm JudgementResult JudgementOK / NGindustrial communicationPLC interlockingRelease OKRejection / NG AlarmEvery step's result retains the image and judgement item, for traceability and review
Inspection Judgement Chain — Acquisition → Positioning → Recognition → Judgment → Communication interlocking; the entire chain runs locally on the machine.
  • 01 Sheet loading (manual or automatic)
  • 02 Positioning and Fixing
  • 03 trigger capture
  • 04 Datum positioning and region segmentation
  • 05 Judge item by item according to the inspection items
  • 06 Dimension and contour measurement (optional)
  • 07 Results merged into a single OK / NG result
  • 08 NG sorting
  • 09 Data Recording

Inspection Method Notes

For the sheet solution, you can choose single-shot imaging with an area-scan camera (fast, simple structure) or multiple zone-by-zone images (to cover a large area), as needed. The choice mainly depends on the ratio between the area size and the smallest detectable defect size.

Judgement and interlocking

For sheet material the judgement unit is the "sheet", so the logic is relatively simple: if any inspection item fails, the sheet is judged NG. However, it must be clarified whether "the number of defects takes part in the judgement" — for example, whether up to 2 small stains per sheet are allowed or the tolerance is zero.

This question must be defined by your quality department, otherwise the system cannot produce judgements that match your expectations.

  • The judgement unit is one sheet; any failed item results in NG
  • Configurable dual thresholds for defect count and area
  • Zone-differentiated judgement (critical zone / non-critical zone)
  • Retain the inspection image of every piece to support dispute traceability

Related Inspections Objects and Applications

Applicable Industry

Common Question

How do you choose between sheet and roll material solutions?
It depends on the form of your incoming material. If it comes in rolls and the production line conveys material continuously, use the roll solution; if it is already cut into single sheets, or you have many varieties in small batches, use the sheet solution. The two differ completely in camera selection and tooling.
Can manually loaded parts be inspected?
Yes. Manual loading with fixed tooling for semi-automatic inspection is a common practice in many small and medium batch scenarios. The degree of automation can be raised in stages according to investment and throughput requirements.
How many small defects on one sheet are still acceptable?
This falls under acceptance criteria and requires your quality department to provide a quantitative definition (for example, the allowed number of defects, the maximum area of a single defect, and the required spacing between defects). The system executes the standard you provide and will not make its own assumptions.
Can Large-Format Sheets Be Captured in One Shot?
It depends on the area and the required pixel equivalent. When the area is large and defects are small, a single shot does not provide enough pixel equivalent, so zoned multiple imaging or multi-camera stitching is usually needed.
What Is the Inspection Speed?
To be added. Speed depends on the area, number of cameras, algorithm complexity and the loading and unloading method, and must be assessed against your cycle time requirements.
What Information Do You Need to Provide?
Recommended to provide: sheet specifications and area range, OK / NG samples, acceptance criteria (defect count and area thresholds), cycle time requirements, loading method and installation space.

Submit sample testing

Please provide sheet materials in different specifications and samples containing defects; we will validate imaging and detection against your area and acceptance criteria.

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Each file must not exceed 20 MB
    JPG / PNG supported, multiple files allowed
    Each file must not exceed 20 MB
      JPG / PNG supported, multiple files allowed
      Each file must not exceed 20 MB
        A solution engineer will contact you within 1 business day after submission

        Need to assess imaging conditions, defect criteria and cycle time item by item? Go to the Full Requirement Assessment →

        Submit Samples to Get a Visual Inspection Solution

        Tell us the workpiece, inspection requirements, production line cycle time and your existing PLC / communication method, and our solution engineers will recommend the inspection method, optical configuration and interlocking solution.

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