Project Case Library
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Source:Project Case Library / Date:2026-10-31
Covering Six Faces and the Inside With Fewer Capture Points
Six faces plus the internal cavity need 360-degree coverage in one cycle. A fisheye cuts capture points, segmentation finds 0.4 mm spots, a rule pass verifies.
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Source:Project Case Library / Date:2026-10-31
Designing the Light Before the Algorithm on a Polished Block
Glare on a polished block hides porosity. Light and angle precede algorithms, hole sizes are calibrated, defects are learned, in a 42 s cycle.
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Source:Project Case Library / Date:2026-10-31
Hair-Thin Debris on a Pack, Found in 20 Seconds
Debris as thin as a hair before pack assembly escapes the eye. A high-resolution camera array scans the pack and AI judges it in 20 s, wired into line control.
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Source:Project Case Library / Date:2026-10-31
Splitting Engine Checks by Station Instead of by Part
Valves and seals sit all along the assembly line. 2D vision is split by station, model recipes switch with the build, and four verdict classes finish in 40 s.
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Source:Project Case Library / Date:2026-10-31
Cutting the Polished Region Before Any Algorithm Decides
A machined block needs hole geometry plus porosity on polished faces. Region extraction first, then classic algorithms measure and deep learning classifies.
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Source:Project Case Library / Date:2026-10-31
Numbering the Design Tree to Keep Symmetric Frames Straight
Symmetric frames make the same bracket appear twice. Design-tree numbering fixes the check order, and each result is captured on the tablet in about 600 s.
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Source:Project Case Library / Date:2026-10-31
Building a 3D Feature Map on a Moving Body Line
Body-in-white slots and cylinders sit all over. A swinging line laser builds light-knife clouds on the line and compares position parameters to design in 90 s.
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Source:Project Case Library / Date:2026-10-31
Adding LiDAR to Hold an AR Overlay on Long Rail Bodies
Image-only tracking drifts on a long rail body weldment. A LiDAR tablet holds the CAD overlay while four classes of visible assembly error are checked.
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Source:Project Case Library / Date:2026-10-31
Finding 100 μm Cracks Before a Mining Casting Is Machined
Cracks that reach machining spread and break the casting. CAE predicts stress zones, then a 3D scan checks them to 0.01 mm and finds 100 um cracks in 900 s.
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Source:Project Case Library / Date:2026-10-31
Capturing a Shiny Part in 3 Seconds Without Stitching
Shiny, curved, deep-pocketed parts defeat 2D and slow a CMM. Blue-light full-field snapshot structured light captures the whole field in one 3-second exposure.
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