With the increasing popularity of electronic products, users have higher and higher requirements for their functions and quality. More and more manufacturers are using machine vision to help manufacture electronic components and devices to improve productivity and quality. In order to let more enterprises understand the solutions of the electronic product industry, the following Xinxiwang will introduce the application of Cognex products in semiconductor and printed circuit board assembly
Solutions for semiconductor applications
Throughout the manufacturing process of semiconductors on wafers, there are many inspection and measurement steps to ensure that the semiconductors are defect-free and assembled as designed. Cognex 2D and 3D machine vision inspection systems and deep learning technology enable the entire manufacturing process to optimize the entire manufacturing process by monitoring the diameter of the ingot at the time of formation, wafer notching detection, and inspection of die lead frames prior to wire bonding.
1. Wafer and die alignment
PatMax technology provides reliable, accurate, and fast wafer and die pattern positioning for wafer inspection, probing, mounting, dicing, and test equipment.
2. Wafer and IC package identification
The In-Sight 1740 series barcode readers are capable of reading tricky wafer ID identifications. DataMan barcode readers can trace lead frames and IC packages through final assembly and device testing.
3. Semiconductor testing
PatMax technology is able to locate and detect surface defects such as probe marks, cracks, or chips that affect die quality.
4. Wafer notch detection
The In-Sight vision system and PatMax technology accurately identify wafer notches and XY positions from any orientation.
Solutions for printed circuit board assembly applications
The printed circuit board (PCB) assembly process involves complex alignment, bead bonding, and soldering steps, and requires ensuring that all small components are connected without defects and properly assembled onto the board. Cognex technology enables manufacturers to ensure that PCB components and assemblies are assembled and functioning properly, guaranteeing production quality.
1. Laser drilling and scribing alignment
AlighSight sensors are able to quickly automate vision-motion control calibration to ensure accurate alignment between the drilled hole and the PCB board.
2. PCB assembly placement guide
Machine vision solutions can guide robots to place components onto PCBs, including surface mount equipment.
3. PCB reference point alignment
During screen printing, dispensing, mounting, and automated optical inspection, PatMax technology uses geometry information to locate fiducial markers.
4. Printed circuit board identification
Advanced barcode reading technology is able to identify serial numbers on circuit board assemblies and read codes on PCBs for traceability.
5.PCB detection
2D and 3D machine vision systems reliably inspect PCBs to ensure the correct number, size, and position of components.
6. PCB assembly verification
Cognex deep learning software can identify components based on distinguishing features and learn their correct position on the board.
7. OCR on PCB assembly components
Cognex Deep Learning Software's OCR tool is capable of reading a wide range of character text in challenging conditions.
8. Chip positioning and alignment measurement
The 3D laser displacement sensor is able to accurately detect individual skewed chips on the outgoing pallet.
9. Multilayer ceramic capacitor detection
Multilayer Ceramic Capacitor (MLCC) visual inspection equipment makes full use of custom light sources and deep learning tools to identify defects in the capacitor body and terminals.
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For more information about Cognex products and solutions, please call 028-62705808
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