Advanced Convolutional Neural Network Technology in Automatic Soldering Robot

Brand Name:HSTECH
Certification:CE
Model Number:AIS300
Minimum Order Quantity:1 set
Delivery Time:7~9 work days
Payment Terms:T/T, Western Union, MoneyGram
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Verified Supplier
Location: Shenzhen Guangdong China
Address: 3rd Floor,Building A,Sha Tang Bei Fang Yong Fa Industrial Area,Sha Jing, Bao an, Shenzhen, China
Supplier`s last login times: within 24 hours
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Product Details

Quick Installation Fast Inspection Speed Remote Assistant Inline THT DIP AOI Before Wave Soldering


​Specification

ModelAIS300AIS301
PCB Size50x50mm~430x380mm50x50mm~350x350mm
Thickness0.3~7.0mm
Warping extent<4mm
Component heightTop 150mm, bottom 25mm
Camera5MP,color,CCD
Light sourceRGB
FOV45*37mm
Resolution20um
Inspection
Mounting components defectMissing,rolling,offset,damage,skew,redundant,dirty.
Solder defectExcess,insufficient,bridge,no foot,missing solder,non-wetting.
Other functionBar-code,QR cod,OCR
Speed0.23sec/fov0.25sec/fov
Software/Hardware
Operation systemUbuntu 14.04 LTD 64bit
FunctionRemote control, Gerber file importing, training tool for new models
Industrial PCCPU intel i5,Independent Graphics Card,12G DDR,256SSD
Display22 inch FHD LCD
MotionHigh accuracy linear actuator
Power supplyAC220V,1KW
Air pressure>0.5Mpa
Dimension(L*H*W)1100*1630*1350mm1100*1280*1300mm
Net Weight800kg700kg

Features

A. Core Algorithm: Convolutional Neural Network (CNN)

Industrial Applications & Innovations:

  • Human-Level Inspection: Achieving inspection accuracy that rivals human perception.
  • Enhanced Compatibility: Seamless integration with diverse industrial systems and environments.
  • Training Model for Massive Datasets: Efficiently handling and training on extensive sample sets.
  • High Generalization Capabilities: Ensuring the model performs well across various unseen data.
  • Superior Detection Power: Reducing false positives and enhancing overall detection accuracy.
  • User-Driven Self-Training Model: Empowering users to refine and tailor the model to their specific needs.

B. Elevated Wear Resistance: Ensuring long-lasting performance and durability in rigorous industrial settings.

C. Broad Inspection Area & High Compatibility: Covering larger areas with increased adaptability to different inspection tasks.

D. Optimized Inspection Rate & Minimal False Positives: Achieving faster inspections while minimizing erroneous results.

E. Marble Base for Enhanced Stability: Providing a sturdy foundation for precise and reliable operation.

F. Dual XY Linear Actuators: Offering unparalleled speed and precision for highly accurate inspections and movements.

Application


This inline THT (Through-Hole Technology) AOI (Automated Optical Inspection) system is strategically positioned after the wave soldering machine in DIP (Dual In-line Package) production lines. Its primary function is to identify and rectify incorrectly assembled units, thereby minimizing the need for subsequent repairs and significantly reducing downtime. By doing so, it effectively enhances the overall passing rate of the production process. This versatile machine finds extensive application in the inspection of various PCBAs (Printed Circuit Board Assemblies), including TV mainboards, PC mainboards, power boards, industrial control boards, mini household electronic appliances, and many more.



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Advanced Convolutional Neural Network Technology in Automatic Soldering Robot

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