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Composite Material Inspection: Prepreg, Laminate and CFRP

Visual inspection of composite materials - prepreg, laminates, carbon fibre and glass fibre parts - for surface defects, fibre orientation and edge quality.

Solution Overview

Draw the boundary first: vision covers the surface and near-surface, while internal defects are left to non-destructive testing

Quick answers

The composite material AI visual inspection solution uses industrial cameras and application-specific lighting to inspect surface and near-surface defects in multilayer composite materials, including delamination, air bubbles, uneven coating, foreign matter and fiber misalignment; internal defects (delamination, internal porosity) must be handled by non-destructive methods such as ultrasound or X-ray.

When building an inspection solution for composite materials, the first thing is not choosing a camera, but Define the inspection boundary clearly. Composite material defects fall into two categories, surface defects and internal defects. Industrial vision can only handle the former; the latter require ultrasound, X-ray or infrared thermography.

Writing this boundary down clearly benefits both sides: the customer will not ask at acceptance "why was the delamination not detected", and the supplier will not be forced to promise something impossible.

At the surface and near-surface layer, the value of visual inspection is clear and verifiable: delamination and air bubbles appear as local changes in morphology or gloss, foreign matter appears as anomalies in grayscale and texture, and uneven coating appears as differences in reflection characteristics — all of which can be made to image clearly with a suitable illumination solution.

inspection Content

Judgement Items This Solution Addresses

Composite Material AI Visual Inspection Solution: Inspection Zone SchematicThe 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 — Composite material AI visual inspection solutions usually divide the inspection area position by position according to the assembly drawing; if any position is judged NG, the whole part is judged NG.
inspection itemVision FeasibilityDescription
Delamination / BubblesDetectable (requires dedicated lighting)They appear as local shape or gloss anomalies, with low contrast under conventional illumination
Uneven coating / missing coatingDetectableDifferences in reflection characteristics require a stable illumination reference
Foreign Matter / InclusionDetectableVaried morphologies, suitable for deep learning
Fiber misalignment / direction deviationDetectableRelies on clear fiber texture and texture direction analysis
Surface CrackDetectableRequires sufficient pixel equivalent
Scratch / IndentationDetectableLow-angle illumination forms a clearer image
Wrinkle / poor overlapDetectableDistinct surface morphology
Internal delamination / internal voidsNot visually detectableRequires methods such as ultrasonic, X-ray, and infrared thermal imaging

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 Material loading or lay-up
  • 02 Leveling and fixing
  • 03 Multi-angle / multi-mode imaging
  • 04 Delamination and coating judgement
  • 05 Foreign Matter Recognition
  • 06 Fiber direction analysis
  • 07 Surface defect judgement
  • 08 Result Composition OK / NG
  • 09 Marking and Records

Inspection Method Notes

The imaging solution for composite materials is usually "combined": it is hard for a single illumination to make delamination, coating and surface defects all form a clear image at the same time. Solution design therefore configures the matching illumination conditions for each type of target defect, and where necessary acquires images in several passes and then fuses them for judgement.

Judgement and interlocking

For composite materials, judgement goes beyond individual defects; more importantly, Defect Grading: delamination and coating defects are usually judged NG directly, foreign matter is graded by size and position, and surface scratches depend on depth and location.

The grading standard should not be set by the system on its own; a quantitative definition from your process and quality departments is required. What the system can do is execute the standard you give it consistently and record the judgement results and images completely.

  • Delamination and coating defects are recommended to be judged NG directly
  • Foreign matter handled by grade according to size and position
  • Clearly distinguish two defect classes: "visually detectable" and "requiring non-destructive testing"
  • Inspection images are archived by batch to support process traceability

Related Inspections Objects and Applications

Applicable Industry

Common Question

Can visual inspection detect internal delamination in composite materials?
No. Delamination is an internal defect and industrial vision can only observe the surface. Internal delamination requires non-destructive methods such as ultrasound, X-ray or infrared thermography. Visual inspection is positioned to carry out fast full inspection of surface and near-surface defects, complementing non-destructive testing.
Can delamination be seen in the image?
Yes, but contrast under conventional illumination is very low, so a dedicated illumination angle or imaging method is needed to enhance the feature. This is an item that requires validation by measurement — it is recommended to first run a feasibility test with samples containing real delamination defects.
How Is Fiber Orientation Deviation Judged?
Texture direction analysis can determine whether the fiber orientation deviates from the design requirement. The measurable angular accuracy depends on how clearly the fiber texture appears in the image and must be confirmed by measurement.
Composite surfaces are glossy. Will imaging be affected?
Yes, it has an effect. Gloss and reflection cause local overexposure that masks defect features. The usual approach is to use reflection-suppressing illumination (coaxial light, polarization, zone-by-zone illumination).
What is the inspection accuracy?
To be added. Accuracy depends on field of view, camera resolution and defect contrast; the minimum detectable defect size and the inspection area must be defined first, and the imaging solution then derived and validated by measurement.
What Information Do You Need to Provide?
Recommended to provide: the material structure and number of layers, the product dimensions and shape, quantitative definitions of defect types, the existing non-destructive testing methods and division of labor, the line cycle time and the installation conditions.

Submit sample testing

For composite material inspection, the boundaries must be drawn first. Please provide typical samples and your acceptance criteria; we will carry out a feasibility validation first, and then discuss the solution scope and acceptance criteria.

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        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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