A review and analysis of automatic optical inspection and quality monitoring methods in electronics industry

M Abd Al Rahman, A Mousavi - Ieee Access, 2020 - ieeexplore.ieee.org
Electronics industry is one of the fastest evolving, innovative, and most competitive
industries. In order to meet the high consumption demands on electronics components …

Printed circuit board defect detection methods based on image processing, machine learning and deep learning: A survey

Q Ling, NAM Isa - IEEE Access, 2023 - ieeexplore.ieee.org
Printed circuit boards (PCBs) are a nearly ubiquitous component of every kind of electronic
device. With the rapid development of integrated circuit and semiconductor technology, the …

Uncertainty-robust design of interval type-2 fuzzy logic controller for delta parallel robot

O Linda, M Manic - IEEE transactions on industrial informatics, 2011 - ieeexplore.ieee.org
Type-2 Fuzzy Logic Controllers (T2 FLCs) have been recently applied in many engineering
areas. While understanding the control potentials of T2 FLCs can still be considered an …

Novel adaptive gravitational search algorithm for fuzzy controlled servo systems

RE Precup, RC David, EM Petriu… - IEEE Transactions …, 2012 - ieeexplore.ieee.org
This paper presents a novel adaptive Gravitational Search Algorithm (GSA) for the optimal
tuning of fuzzy controlled servo systems characterized by second-order models with an …

An inspection and classification method for chip solder joints using color grads and Boolean rules

F Wu, X Zhang - Robotics and Computer-Integrated Manufacturing, 2014 - Elsevier
In order to improve the comprehensive performance of solder joints inspection in three
aspects, ie high recognition rate, detailed classification of defect types and fast inspection …

A line-based-clustering approach for ball grid array component inspection in surface-mount technology

H Gao, W Jin, X Yang, O Kaynak - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
In production processes that use surface-mount technology (SMT) for the assembly of
printed circuit boards, automated optical inspection is widely employed to diagnose …

An embedded lightweight GUI component library and ergonomics optimization method for industry process monitoring

D Tan, S Chen, G Bao, L Zhang - Frontiers of Information Technology & …, 2018 - Springer
Developing an efficient and robust lightweight graphic user interface (GUI) for industry
process monitoring is always a challenging task. Current implementation methods for …

A novel coarse–fine method for ball grid array component positioning and defect inspection

L Bai, X Yang, H Gao - IEEE Transactions on Industrial …, 2017 - ieeexplore.ieee.org
With high production efficiency and robustness, automatic component pick-and-place
technology is widely used in modern electronic industries. As one of the core components of …

Automated inspection of E-shaped magnetic core elements using K-tSL-center clustering and active shape models

H Gao, C Ding, C Song, J Mei - IEEE Transactions on Industrial …, 2013 - ieeexplore.ieee.org
Automated optical inspection (AOI) has been widely used in industrial Quality Assurance
(QA) procedures. Multi-task inspection in high-speed AOI systems is becoming a significant …

Corner point-based coarse–fine method for surface-mount component positioning

L Bai, X Yang, H Gao - IEEE Transactions on Industrial …, 2017 - ieeexplore.ieee.org
Component pick-and-place technology has been widely used to improve production
efficiency and reduce common defects. The vision-driven measurement system of a …