Project Case Library

• Source:Project Case Library / Date:2026-10-31

  Crankshaft Blanks: 3D Vision Poka-Yoke Stops Misloads

  Oil-coated crankshaft blanks stack unevenly. 3D vision locates each blank and verifies model and direction before clamping, at about 35 seconds each.

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• Source:Project Case Library / Date:2026-10-31

  Case Library: Large Part and Structure Vision Inspection

  88 industrial vision inspection cases for large parts and structures, organised into six technical routes: 3D measurement, AR CAD comparison, missing-part proofing, positioning, surface defects and wind structures.

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• Source:Project Case Library / Date:2026-10-31

  BIW Key Dimensions: 2D/3D Plus Laser at 0.02 mm in 90 s

  Body-in-white key dimensions drive door and fender fit. 2D/3D vision plus laser measurement runs 100 percent inline at 90 seconds, with 0.02 mm on core parts.

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• Source:Project Case Library / Date:2026-10-31

  Chassis Assembly: Put Checks Along the Steps, Not at the End

  Chassis assembly spreads over many steps, and a defect found after marriage means disassembly. Vision and laser checks run alongside each step in 45 seconds.

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• Source:Project Case Library / Date:2026-10-31

  Stamped Panels: Camera Matrix Replaces 80 Percent Sampling

  Manual sampling covers only part of a stamped panel run. A camera matrix checks 100 percent inline in 6 seconds and lifts accuracy from 80 to above 95 percent.

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• Source:Project Case Library / Date:2026-10-31

  Hole Locating Hands Over Coordinates in 3 s per Part

  Incoming hole positions shift with every delivery. A fixed camera extracts the contour, converts to station coordinates and outputs a position in 3 seconds.

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• Source:Project Case Library / Date:2026-10-31

  Code-Led Checks Verify Diesel and Excavator Builds in 90 s

  Diesel engines and excavators are built to order. Code reading pulls the assembly list and template, AI compares, and verification runs at 90 seconds.

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• Source:Project Case Library / Date:2026-10-31

  Transmission EOL: 66 s Is a Budget, Not a Robot Count

  Transmission EOL points spread across faces. A 66 second budget is balanced across robots on floor tracks, with dual 20 MP cameras for judgment and evidence.

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• Source:Project Case Library / Date:2026-10-31

  Powertrain EOL: Floor Track Extends Robot Reach, 73 s

  New-energy powertrain assemblies vary by model and often exceed robot reach. Item-list-driven cells with floor tracks and dual 20 MP cameras hold 73 seconds.

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• Source:Project Case Library / Date:2026-10-31

  Multi-Model Line: Configure, Load, Measure in 95 s

  One line, several part models: changeover is where cost sits. Capture points, items and thresholds live in per-model configuration at 95 seconds.

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