Project Case Library
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Source:Project Case Library / Date:2026-10-31
Engine EOL: Two Cameras per Robot, PDA Covers Blind Spots
Engine EOL inspection includes points hidden by the assembled structure. Two cameras per robot archive and judge; PDA entry covers blind spots in 67 seconds.
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Source:Project Case Library / Date:2026-10-31
Large Auto Parts: 3D Plus Deep Learning in 98 s
Full dimensional inspection of large auto parts cannot rely on CMM sampling. A robot with 3D and 2D cameras measures and error-proofs in one load in 98 seconds.
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Source:Project Case Library / Date:2026-10-31
Assembly Error Proofing: Camera Count Follows Blind Spots
A single camera leaves blind spots where missing parts hide. Fixed multi-camera views cross-validate each feature and judge assembly in 117 seconds.
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Source:Project Case Library / Date:2026-10-31
HVB Plate Debris: Laser Triangulation Finds 4 mm Bumps
Loose bolts, nuts, tools and gloves on an HVB plate can short a pack. Laser triangulation measures height and finds objects of 4 x 4 x 4 mm in 40 seconds.
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Source:Project Case Library / Date:2026-10-31
Three-Stage Vision Screens Coal Belt Objects in 2 s
Coal on a conveyor hides large foreign objects that tear belts and block transfer points. Retinex, template screening and a tuned MLP judge them in 2 seconds.
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Source:Project Case Library / Date:2026-10-31
Bogie Frame Attachments: AR Group Checks in 580 s
Rail bogie frames carry many exposed attachments. A LiDAR tablet aligns CAD and checks missing, wrong, reversed or misplaced items in about 580 seconds.
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Source:Project Case Library / Date:2026-10-31
Cold Plate: Four 2D Cameras Stitch One Plate in 42 s
A cold plate is too wide for one camera. Nearly four 2D cameras correct and stitch zone images, then judge missing parts and defects in about 42 seconds.
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Source:Project Case Library / Date:2026-10-31
Body Screws: Structured Light Catches Loose and Missing
Screws are small, low-contrast and easily confused by oil. Structured light judges height, shape and position, catching missing, wrong and loose screws in 25 s.
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Source:Project Case Library / Date:2026-10-31
BIW Quality Gate: AR Checklist, 900 s per Body
A body-in-white quality gate confirms completeness, orientation and position. A tablet AR checklist with CAD overlay and item marking takes about 900 seconds.
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Source:Project Case Library / Date:2026-10-31
12 m Plate Parts: AI Plus 3D Sorts Tons Without Operators
Twelve-metre plate parts arrive stacked. AI plus 3D vision recognizes them at 99.99 percent, and a digital twin schedules robot sorting at about 7 seconds.
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