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[Example] Quality inspection of inverter circuit boards for automotive parts.

This is an example of creating a threshold calculation program in Python and enhancing and automating it using statistical methods and machine learning.

We would like to introduce a case study of the quality inspection conducted by our company on automotive parts inverter circuit boards. We selected data for distribution estimation using an anomaly detection model, and performed distribution estimation and threshold calculation tailored to each inspection item using statistical methods. We created a threshold calculation program in Python that executes data preprocessing, anomaly detection, distribution estimation, and threshold calculation all at once. 【Case Overview (Partial)】 ■ Deliverables - Threshold calculation program - Logic consideration report ■ Man-hours - 3 person-months, Duration: 3 months *For more details, please refer to the PDF document or feel free to contact us.

  • Embedded system design service
  • Other contract services

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