Photographs illustrate general machine-vision inspection. Casting suitability must be assessed using representative castings, defined visible defects and the actual presentation.

In brief

Agree the inspected regions, visible reject definitions and sample acceptance boundaries before testing. Use good, defective and marginal castings, then challenge further representative parts after development. Record missed defects and rejected good parts separately, and keep each inspection result with the correct casting.

Start with the visible-defect definition and sample study and reproduce the production inspection sequence. Record excluded faces and hidden or functional requirements separately from the camera trial.

On the production floor

Turn your production information into clearer decisions — Visible Casting Defect Inspection

Plan visible casting defect inspection around representative good, bad and marginal samples, line presentation, lighting, reject handling and challenge criteria. Discuss an optical feasibility trial with Oxford Vision Systems. Use this guide to resolve false-accept, false-reject and challenge criteria before it limits the final system.

Discuss your application
What to record

False-Accept, False-Reject and Challenge Criteria: condition, range and effect on your process

Current condition

Retain each sample identity, casting variant, inspected region, approved classification, surface condition, presentation, lighting and active recipe with its observed result.

Realistic range

Include normal batches and finishing conditions, marginal visible features and the least repeatable presentation expected on the line. Use further representative samples after development; the tuning set alone is not the acceptance set.

Effect on the system

Record the expected decision, observed decision and reject, rework or review outcome for the same casting. Separate missed defects, rejected good parts, uncertain images and any inspection face that was not demonstrated.

Before you contact us

Five questions about false-accept, false-reject and challenge criteria for your application

  1. Who can confirm this information?Identify the person responsible for false-accept, false-reject and challenge criteria in production, quality, engineering or operations.
  2. How representative is the sample?Include age, supplier, batch, environment and upstream process state where they affect visible casting defect inspection.
  3. What is the difficult condition?Include the slow, reflective, flexible, dirty, damaged, marginal or uncommon case that your system must still handle.
  4. How will you judge the result?Agree the method, repetitions, acceptable range, result record and the response if the observed result falls outside the agreed range.
  5. What else must be coordinated?Your final visible casting defect inspection scope must also account for recipe, reject and line-control interfaces, false-accept, false-reject and challenge criteria, current regulations and the conditions at your site.
Connected details

Review false-accept, false-reject and challenge criteria as part of the complete system

Question 1

Visible Defect or Measurement Definition for Visible Casting-Defect Inspection

Approve the drawing regions, labelled visible defects and acceptance boundaries before the trial. Keep hidden, functional and other non-visual requirements in a separate test scope.

Question 2

Good, Bad and Marginal Sample Range

Identify good, defective and marginal samples from representative production. Keep the development set separate from the further samples used to challenge the adjusted inspection.

Question 3

Part Presentation and Production Speed

Reproduce the agreed datum, orientation, support and production timing. Include the least repeatable presentation within normal casting tolerances.

Question 4

Optics, Lighting and Environmental Conditions

Retain the camera view and lighting conditions for each demonstrated region. Record shadows, recesses, inaccessible faces and uncertain images without treating them as passed checks.

Question 5

Recipe, Reject and Line-Control Interfaces

Demonstrate how the result reaches the correct reject, rework or review position. Include missing parts, an unexpected variant and interrupted cycles, then record the agreed handling and recovery.

Question 6

False-Accept, False-Reject and Challenge Criteria

Record expected and observed decisions together. Review missed defects and rejected good castings separately, identify unresolved cases and retain the demonstrated scope before acceptance.