Invention Grant
- Patent Title: Method for obtaining information from X-ray computed tomography data for optimizing the injection-moulding process of short-fibre-reinforced plastic parts
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Application No.: US16385492Application Date: 2019-04-16
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Publication No.: US10825162B2Publication Date: 2020-11-03
- Inventor: Thomas Wenzel , Jeremy Simon
- Applicant: YXLON INTERNATIONAL GMBH
- Applicant Address: DE Hamburg
- Assignee: YXLON INTERNATIONAL GMBH
- Current Assignee: YXLON INTERNATIONAL GMBH
- Current Assignee Address: DE Hamburg
- Agency: Abelman, Frayne & Schwab
- Priority: com.zzzhc.datahub.patent.etl.us.BibliographicData$PriorityClaim@3a67b2ad
- Main IPC: G06T7/00
- IPC: G06T7/00 ; G01N23/046

Abstract:
Method for obtaining information from short-fibre-reinforced plastic components sequentially produced by an X-ray computed tomography. A learning phase includes: generating CT data sets for a random sample of plastic components from a production process; extracting at least one defect-free region of the plastic components; determining characteristic feature(s) in the extracted regions, relevance of individual features, and regions which are characteristic of the plastic component type and production process thereof, over a predetermined period of the plastic components productions, which exhibit considerable characteristic differences between good parts and reject parts; and defining the feature(s) with its characteristic as trained classifier. An application phase includes: generating a CT data set of the plastic component for inspection; classifying the inspection part based on the trained classifier; examining the characteristic of the feature(s) for a negative trend; and automatically provide a negative trend alert and/or change process parameters to counteract the negative trend.
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