News
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Flexible Plug-Sealing At 32 MPa: Sealing A Port That Moved
2026/10/30Learn why a rigid plug-sealing head leaks on real castings, how a flexible head compensates for port position error, and what 32 MPa demands of the seal.
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Wetting A 0.1 mm Gap: Where Chemistry Reaches And Jets Do Not
2026/10/30Understand how surface tension decides whether a detergent reaches a narrow gap, why pressure cannot compensate, and what wetting looks like on a production line.
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Four Doors, Two Closures: Multi-Light Fusion On Body Panels
2026/10/30Understand how four illumination modes are combined to inspect doors and closures, where fusion happens, and why calibration across modes decides whether it works.
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What Is Actually On The Part: Five Contamination Classes
2026/10/30Learn how to classify what is actually on a machined part, and why the contamination class rather than the part determines which cleaning method works.
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Filtration Stages: Backflush, Bag And The 10 µm Final Grade
2026/10/30Learn the four filtration stages used on a production washer, why they are ordered coarse to fine, and how to size the final grade against the particle criterion.
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Deploying A Vision Model: From 3,000 Labelled Images To A Line Station
2026/10/29Understand what it takes to move a defect detection model from a training set to a production station, including the parts that happen after go-live.
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