A review of the high-mix, low-volume manufacturing industry

ZL Gan, SN Musa, HJ Yap - Applied Sciences, 2023 - mdpi.com
The high-mix, low-volume (HMLV) industry has seen growth in the need for product
customisation with research to increase manufacturers' flexibility for the variation in market …

[HTML][HTML] Research on Yield Prediction Technology for Aerospace Engine Production Lines Based on Convolutional Neural Networks-Improved Support Vector …

H Liu, B Li, C Liu, M Zu, M Lin - Machines, 2023 - mdpi.com
Improving the prediction accuracy of aerospace engine production line yields is of significant
importance for enhancing production efficiency and optimizing production scheduling in …

Modelling and optimizing motherboard functional testing in laptop manufacturing

P Bai, Y Kang, K Wang, Y Zhao, S Dong - Journal of Systems Science and …, 2024 - Springer
Functional testing is key to fulfill quality control in laptop manufacturing and is of great
economic value. However, due to the unavailability of practical data, mathematical model …

Predicting the printed circuit board cycle time of surface-mount-technology production lines using a symbiotic organism search-based support vector regression …

D Li, S Chen, R Chiong, L Wang… - International Journal of …, 2021 - Taylor & Francis
This paper presents a symbiotic organism search (SOS)-based support vector regression
(SVR) ensemble for predicting the printed circuit board (PCB) cycle time of surface-mount …

Influence of pad design on assembly reliability of surface mounted devices

DW Park, MH Yu, DH Kim, DM Jang, JW Jang… - International Journal of …, 2023 - Springer
During the reflow process in surface mount technology (SMT), a passive component
misplaced on a pad would be self-aligned or tombstoned due to a restoring force which is …

[HTML][HTML] Order-Driven Dynamic Resource Configuration Based on a Metamodel for an Unbalanced Assembly Line

D Tang, J Wang, X Ding - Machines, 2022 - mdpi.com
Resource-constrained product general assembly lines with complex processes face
significant challenges in delivering orders on time. Accurate and efficient resources …

A Study on Effect of Pad Design on Assembly and Adhesion Reliability of Surface Mount Technology (SMT)

DW Park, MH Yu, H Kim - Journal of the Microelectronics and …, 2022 - koreascience.kr
Recently, with the 4th industrial revolution, the demand for high-density semiconductors for
large-capacity data processing is increasing. Researchers are interested in researching the …

Prediction of Yield in Functional Testing of Motherboards in Laptop Manufacturing

Y Zhao, S Dong, Y Kang, K Wang… - 2024 14th Asian …, 2024 - ieeexplore.ieee.org
Functional testing stands as a pivotal quality control step in the production process of laptop
motherboards, aiming to validate the proper functioning of various components. However …

Measuring Throughput and Latency of Machine Learning Techniques for Intrusion Detection

W Yaokumah, CYM Baidoo, E Owusu - … of Research on AI and ML …, 2024 - igi-global.com
When evaluating the effectiveness of machine learning algorithms for intrusion detection, it
is insufficient to only focus on their performance metrics. One must also focus on the …

Digital Twin Concept Applied to Simulation and Performance Reporting for Printed Circuit Board Manufacturing

JDS Ferreira - 2022 - search.proquest.com
This industrial revolution, also known as Industry 4.0, is now taking place due to technol-ogy
requirements. With an ever growing world population, new demands rise, henceforth better …