Project Case Library
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Source:Project Case Library / Date:2026-10-31
Why the Encoder Comes Before the Algorithm on a Sheet Line
Wide sheet runs nonstop and manual sampling misses 8 percent. Encoder-triggered line-scan imaging with graded thresholds brings escapes below 0.5 percent.
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Source:Project Case Library / Date:2026-10-31
Releasing Rail Parts at Goods-In in 660 s With Tablet AR
Large rail parts leave receiving fast. A mobile terminal overlays CAD on the part, registers on edges and holes, and gives a release or hold verdict in 660 s.
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Source:Project Case Library / Date:2026-10-31
A Camera Under the Assembly: Fixed-View EOL Checks
Powertrain EOL includes the underside, where a camera barely fits. Multi-robot fixed views, two light layers and per-point recheck give a verdict in about 69 s.
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Source:Project Case Library / Date:2026-10-31
Heavy Part Presence Check at 12 s Without Stopping the Line
Heavy workpieces cannot be touched or stopped for a check. An open-frame carrier and a top-mounted vision head decide presence during transport, at about 12 s.
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Source:Project Case Library / Date:2026-10-31
Can Tablet AR Clear Welded Frames in 620 Seconds?
Welded rail structures from subcontractors are costly to crane into a metrology room. Tablet AR overlays STEP, JT, CATIA or IGES CAD at goods-in in about 620 s.
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Source:Project Case Library / Date:2026-10-31
A Single CCD Station Covers 64 Battery Case Features
Battery lower case: 64-plus features, 12 rivet nuts, 12 blind rivets, 18 mounting points, 22 datums. Zone imaging and telecentric optics cut escapes to 0.2%.
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Source:Project Case Library / Date:2026-10-31
Loading Engine Blocks With One 3D Camera and No Fixture
Engine blocks arrive by forklift at random poses. Arm-mounted 3D vision identifies the model, computes the grasp and checks the machine is empty at 30 s.
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Source:Project Case Library / Date:2026-10-31
Setting a Pass Criterion per Feature Before Any Camera
Bolts judged on presence or tightness, hoses on connection or direction: how multi-robot fixed views and a manual recheck hold 70 seconds and 99 percent at EOL.
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Source:Project Case Library / Date:2026-10-31
EOL Engine Checks: Why Judgment and Archive Cameras Split
Engine EOL inspection wants crisp features for AI and a full frame for traceability. Why one 20 MP camera per robot serves neither, and what manual entry covers
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Source:Project Case Library / Date:2026-10-31
How Many Robots for Powertrain EOL? Start With the Point Map
A 70-second, 99 percent EOL check for engine and transmission assemblies: the point map, not the part size, decides how many robots and fixed views you need.
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