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Search Results - laine+mears
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Purposeful Failure Methodology for Machinery
This failure methodology utilizes purposeful generation of labeled failure mode datasets via surrogate purposeful failure twin (SPFT) simulations. Machine learning powered performance analysis, predictive maintenance, and production management capable of reducing unexpected failure and unnecessary downtime are enabled via this innovation. This technology...
Published: 10/8/2024
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Inventor(s):
Ethan Wescoat
,
Laine Mears
Keywords(s):
Category(s):
Manufacturing
Method for Bonding Metal Injection Molded Parts to Conventional Substrate Using Controlled Surface Microstructure
This technology features a novel Metal Injection Molded (MIM) manufacturing method which allows for the formation of intricate device geometries and attachment of dissimiar materials. By applying a controlled, deformable microstructure to the MIM part, the MIM part is given the ability to shrink while bonding to the substrate. This bonding method...
Published: 10/8/2024
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Inventor(s):
Laine Mears
,
Thomas Martens
Keywords(s):
Automotive
,
Manufacturing
,
Medical Device
Category(s):
Advanced Materials