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Advanced Convolutional Neural Network Technology in Automatic Soldering Robot

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Advanced Convolutional Neural Network Technology in Automatic Soldering Robot

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Brand Name : HSTECH

Model Number : AIS300

Certification : CE

Place of Origin : China

MOQ : 1 set

Price : Negotiable

Payment Terms : T/T, Western Union, MoneyGram

Supply Ability : 100 sets per month

Delivery Time : 7~9 work days

Packaging Details : Wooden package

Product Name : Inline THT DIP AOI After Wave Soldering

Warranty : 1 Year

Control : Touch screen

PLC : MITSUBISHI

Relay Brand : Schneider

Optoelectronic Switch : OMRON

Material : Aluminum Alloy

Condition : New

Thickness : 0.3 - 5mm

Signal : SMEMA

Application : Electronic Assembly

Color : Silver

Control System : PLC

OEM/ODM : Available

Total power : 2600W

Power Supply : AC220V

Air Pressure : 4-6bar

Mounting accuracy : ±0.01mm

Type : Automatic

Weight : 30KG

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

​Specification

Model AIS300 AIS301
PCB Size 50x50mm~430x380mm 50x50mm~350x350mm
Thickness 0.3~7.0mm
Warping extent <4mm
Component height Top 150mm, bottom 25mm
Camera 5MP,color,CCD
Light source RGB
FOV 45*37mm
Resolution 20um
Inspection
Mounting components defect Missing,rolling,offset,damage,skew,redundant,dirty.
Solder defect Excess,insufficient,bridge,no foot,missing solder,non-wetting.
Other function Bar-code,QR cod,OCR
Speed 0.23sec/fov 0.25sec/fov
Software/Hardware
Operation system Ubuntu 14.04 LTD 64bit
Function Remote control, Gerber file importing, training tool for new models
Industrial PC CPU intel i5,Independent Graphics Card,12G DDR,256SSD
Display 22 inch FHD LCD
Motion High accuracy linear actuator
Power supply AC220V,1KW
Air pressure >0.5Mpa
Dimension(L*H*W) 1100*1630*1350mm 1100*1280*1300mm
Net Weight 800kg 700kg

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.

Advanced Convolutional Neural Network Technology in Automatic Soldering Robot

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Advanced Convolutional Neural Network Technology in Automatic Soldering Robot

Advanced Convolutional Neural Network Technology in Automatic Soldering Robot

Advanced Convolutional Neural Network Technology in Automatic Soldering Robot


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