Federated-learning-based decision support for industrial internet of things (iiot)-based printed circuit board assembly process
Solder paste printing (SPP) is one of the critical processes for the printed circuit board
assembly to reliably apply the solder paste on raw PCBs for the component placement …
assembly to reliably apply the solder paste on raw PCBs for the component placement …
[HTML][HTML] Applying Machine Learning to Construct a Printed Circuit Board Gold Finger Defect Detection System
CY Huang, PX Tsai - Electronics, 2024 - mdpi.com
Machine vision systems use industrial cameras' digital sensors to collect images and use
computers for image pre-processing, analysis, and the measurements of various features to …
computers for image pre-processing, analysis, and the measurements of various features to …
Predicting the transfer efficiency of stencil printing by machine learning technique
Experiment was carried out for acquiring data regarding the transfer efficiency of stencil
printing, and a machine learning-based technique (artificial neural network) was trained for …
printing, and a machine learning-based technique (artificial neural network) was trained for …
Application of Machine Learning for Quality Risk Factor Analysis of Electronic Assemblies
The rapid identification of contributing factors to failures in a high-volume electronic product
manufacturing environment is critical to reduce disruption to production and mitigate …
manufacturing environment is critical to reduce disruption to production and mitigate …
Defect patterns study of pick-and-place machine using automated optical inspection data
Purpose This paper aims to study the component pick-and-place (P&P) defect patterns for
different root causes based on automated optical inspection data and develop a root cause …
different root causes based on automated optical inspection data and develop a root cause …
Predicting Defect Rates of Printed Circuit Board Assemblies: Towards Zero Defect Manufacturing and Zero-Maintenance Strategies
E Miedema, H Kortman… - Maintenance and Asset …, 2024 - research.rug.nl
Abstract Printed Circuit Boards (PCB) manufacturing is a critical part of volatile supply chains
for a wide variety of products and high value assets. PCBs are expected to exhibit zero …
for a wide variety of products and high value assets. PCBs are expected to exhibit zero …
Mitigation Strategies for Challenges in Adoption of Data Science in Industry 4.0
S Balasubramanian - Global journal of Business and Integral Security, 2016 - gbis.ch
Manufacturing Industries are currently undergoing a digital transformation called Industry 4.0
(I 4.0) to face the challenges of the Volatile, Uncertain, Complex and Ambiguous (VUCA) …
(I 4.0) to face the challenges of the Volatile, Uncertain, Complex and Ambiguous (VUCA) …