assorted 5mm washers

AccuPickCase Study

Aerospace and Defense

Small Parts Bin Picking

Customer

The customer is a widely recognized aerospace parts manufacturer based in Europe, operating globally.

Challenge

Handling Diverse and Numerous Parts for Automated Kitting Line

The customer needed a solution to establish a completely automated kitting line for their operations. The main challenge was handling a large volume of parts, which varied in size and had irregular SKUs. Some parts were as small as 5 mm.

This resulted in a significant daily labor effort to organize them using a flex feeder, which lacked the necessary versatility. Therefore, the customer opted to search for a more advanced and agile solution.

Solution

Achieving Automation Efficiency with Solomon’s Bin Picking Solution

AccuPick, Solomon’s smart bin picking solution, provided the customer with a fully comprehensive vision system capable of identifying over 50 different parts within a workstation.

Leveraging the power of Solomon’s AI software, AccuPick successfully recognized 5 mm washers, even when other objects were overlapping.

Traditionally, detecting objects of such small size has posed challenges for regular 3D vision solutions. However, AccuPick overcame this obstacle.

Outcome

Improved the efficiency of the customer’s kitting line by automating the process and handling diverse parts
AccuPick successfully handled small-sized objects, like 5 mm washers, even when overlapping with other items
AccuPick offered a versatile solution, identifying over 50 different parts and accommodating irregular SKUs
Related Posts

  • Automating Inspection Processes for PCBs

    SolVision first defines assembly characteristics of each component on the PCBA, then trains the AI model to recognize them via image processing to inspect for defective components.
  • 如何快速精準辨識多種IC Tray盤字元

    Visual Inspection of Semiconductor Trays

    Solomon SolVision’s Feature Detection tool first learns the position of the tray, then performs OCR with more flexibility than AOI systems.

  • AI Inspection for Semiconductor Components

    Overcoming traditional AOI limitations, Solomon’s SolVision quickly performs OCR without being affected by background or lighting conditions, complexity, or appearance of the serial number.
  • green bottle lot

    AI Visual Inspection of Glass Bottles

    SolVision can be trained to recognize different types of stains and mildew. The software’s tool learns the location, color, and features of defects to identify them automatically in real-time on the cleaning production line