Automatic SMT (surface-mounted device) inspection

 

Challenges

Inspections to find faults in the PCB mounting process are still carried out manually by a worker on site.

In order to simplify this process and to reduce the amount of errors, elunic was commissioned to develop a system based on artificial intelligence that automatically detects errors.

 

Key Features

  • Anomaly detection and classification during circuit mounting.
  • Dashboard with a circuit board inspector and evaluation of results.

 

Solutions & Services

  • Implementation and roll-out of an A.I.-based Circuit Board Inspector.
  • Generation of image data to train machine learning algorithm.
  • Use of Automated Optical Inspection (AOI).

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    Benefits

    • Automated inspection and defect detection in printed circuit board production.

     

    Data

    • Image recognition
    • Position verification
    • Data reconciliation

     

    Technology

    • AI.SEE
    • AWS IoT Core
    • AWS Kinesis
    • TensorFlow