New Equipment | Industrial Automation
Inline DIP Touch UP Machine R820 Max PCB 400mm * 300mm Dimension 820 x 1100 x 1600mm Weight 300KG INQUIRY Inline DIP Touch UP Machine R820 Specifications: ♦Through the equipment interconnection, the touch-up station received the defecti
New Equipment | Rework & Repair Equipment
Patented Inductive-Convection Heating Technology Provides Ultimate Thermal Performance Conventional resistance coil heating technology has been successfully used in convective rework stations for decades to install and remove a variety of BGA, QFN,
Technical Library | 2023-11-20 18:10:20.0
The electronics production is prone to a multitude of possible failures along the production process. Therefore, the manufacturing process of surface-mounted electronics devices (SMD) includes visual quality inspection processes for defect detection. The detection of certain error patterns like solder voids and head in pillow defects require radioscopic inspection. These high-end inspection machines, like the X-ray inspection, rely on static checking routines, programmed manually by the expert user of the machine, to verify the quality. The utilization of the implicit knowledge of domain expert(s), based on soldering guidelines, allows the evaluation of the quality. The distinctive dependence on the individual qualification significantly influences false call rates of the inbuilt computer vision routines. In this contribution, we present a novel framework for the automatic solder joint classification based on Convolutional Neural Networks (CNN), flexibly reclassifying insufficient X-ray inspection results. We utilize existing deep learning network architectures for a region of interest detection on 2D grayscale images. The comparison with product-related meta-data ensures the presence of relevant areas and results in a subsequent classification based on a CNN. Subsequent data augmentation ensures sufficient input features. The results indicate a significant reduction of the false call rate compared to commercial X-ray machines, combined with reduced product-related optimization iterations.
Ideal for in-house Rapid PCB Prototyping The ProtoFlow S is LPKF's premiere convection oven, ideal for lead-free reflow soldering, meeting the stringent demands of rapid PCB soldering applications. The ProtoFlow S features even heat distribution, e
The X2 is an advanced In-line X-RAY inspection system designed for high-speed automatic inspection in production lines. Transmission X-RAY technology is combined with patented Slice-Filter-Technology (SFT) for double-sided PCB assembly and component
The X3 is an automatic X-Ray inspection system featuring combined Transmission and 3D Technology for sophisticated high-speed inspection in electronic production. The system is based on the motion concept of the MatriX X2.5 AXI system. A newly develo
New Equipment | Test Equipment
Online Automated AOI Machine Z588 Inspection Component: 01005 chip PCB size::50×50mm-330×400mm Dimension:950mm×1000mm×1580mm Weight: 670kg Product description: Online Automated AOI Machine Z588, Inspection Component:
New Equipment | Test Equipment
PCB Inspection Online AOI Machine Z588 Inspection Component: 01005 chip PCB size::50×50mm-330×400mm Dimension:950mm×1000mm×1580mm Weight: 670kg Product description: PCB Inspection Online AOI Machine Z588, Inspection C
New Equipment | Test Equipment
Online Automated AOI Machine Z588 Online Automated AOI Machine Z588 PCB size::50×50mm-330×400mm Dimension:950mm×1000mm×1580mm Weight: 670kg Product description: Online Automated AOI Machine Z588, Inspection Component: 0
SMT Reflow Oven Inspection Component: 01005 chip PCB size::50×50mm-330×400mm Dimension:950mm×1000mm×1580mm Weight: 670kg Product description: PCB Inspection Online AOI Machine Z588, Inspection Component: 01005 chip, PCB