A technology maturity assessment framework for industry 5.0 machine vision systems based on systematic literature review in automotive manufacturing

FK Konstantinidis, N Myrillas, KA Tsintotas… - … Journal of Production …, 2023 - Taylor & Francis
When considering how an intelligent factory can 'see,'the answer lies in machine vision
technology. To assess the current technological advancements of machine vision systems …

A systematic review of deep learning approaches for surface defect detection in industrial applications

R Ameri, CC Hsu, SS Band - Engineering Applications of Artificial …, 2024 - Elsevier
Detecting surface defects plays a crucial role in ensuring the quality, functionality, and
security of the production process. Traditional image processing techniques and machine …

Automated real-time detection of surface defects in manufacturing processes of aluminum alloy strip using a lightweight network architecture

Z Ma, Y Li, M Huang, Q Huang, J Cheng… - Journal of Intelligent …, 2023 - Springer
The trade-off between detection speed and accuracy and the high hardware requirements of
computing equipment have always been two major factors restricting the real-time detection …

Digital twin and data-driven quality prediction of complex die-casting manufacturing

D Liu, Y Du, W Chai, CQ Lu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Digital twin and data-driven technologies provide an idea for realizing complex product
quality prediction. Aiming at the issues of real-time visual monitoring, operating status …

The role of machine vision in industry 4.0: an automotive manufacturing perspective

FK Konstantinidis, SG Mouroutsos… - … conference on imaging …, 2021 - ieeexplore.ieee.org
The challenging market of automotive industry urges the manufacturers worldwide to benefit
from the incredible technological advancements of the fourth industrial revolution (Industry …

An effective MID-based visual defect detection method for specular car body surface

Y He, B Wu, J Mao, W Jiang, J Fu, S Hu - Journal of Manufacturing Systems, 2024 - Elsevier
The quality control of car body surfaces is one of the most important tasks in automotive
manufacturing, which can directly affect the appearance of cars and purchasing experience …

[PDF][PDF] 智能喷涂机器人关键技术研究现状及进展

刘亚军, 訾斌, 王正雨, 游玮, 郑磊 - 机械工程学报, 2022 - qikan.cmes.org
喷涂作为现代产品制造工艺中的一个重要环节, 不仅起到美观, 防护以及其他特殊作用,
也日益成为产品价值的重要组成部分, 在家具, 航空航天, 军工等领域中占据着重要地位 …

[HTML][HTML] An Analysis of the Correct Frequency of the Service Inspections of German Passenger Cars—A Case Study on Kazakhstan and Poland

S Nurkusheva, M Bembenek, M Berdychowski… - Vehicles, 2024 - mdpi.com
This article presents a case study on estimating the real service inspection intervals for
German-brand passenger cars in Kazakhstan and Poland. This study aimed to identify …

[PDF][PDF] Research progress and trend of key technology of intelligent spraying robot

刘亚军, 訾斌, 王正雨, 游玮, 郑磊 - Journal of Mechanical …, 2022 - qikan.cmes.org
Spray painting as an important part of the modern product manufacturing process, not only
plays a beautiful, protective, and other special role, but also increasingly become an …

AEGLR-Net: Attention enhanced global–local refined network for accurate detection of car body surface defects

Y He, B Wu, X Liu, B Wang, J Fu, S Hu - Robotics and Computer-Integrated …, 2024 - Elsevier
The complex background on the car body surface, such as the orange peel-like texture and
shiny metallic powder, poses a considerable challenge to automated defect detection. Two …