Bernadin Namoano,Christina Latsou,John Ahmet Erkoyuncu
Bernadin Namoano
Anomaly detection in multivariate time-series data is critical for monitoring asset conditions, enabling prompt fault detection and diagnosis to mitigate damage, reduce downtime and enhance safety. Existing literature predominately emphasis...
Development of a mobile 3D printer and comparative evaluation against traditional gantry systems [0.03%]
移动3D打印机的开发与传统门式系统的比较评估
Abdullah Alhijaily,Abdulrahman Alqarni,Zekai Murat Kilic et al.
Abdullah Alhijaily et al.
Fixed robots have dominated the market of additive manufacturing (AM), despite presenting several limitations, such as the stationary nature of these robots and the limited workspace. Mobile robots solve these problems as they can move free...
Multi-agent cooperative swarm learning for dynamic layout optimisation of reconfigurable robotic assembly cells based on digital twin [0.03%]
基于数字孪生的可重组机器人装配单元动态布局优化的多智能体协同群智学习方法
Likun Wang,Zi Wang,Kevin Gumma et al.
Likun Wang et al.
To meet the requirement of product variety and short production cycle, reconfigurable manufacturing system is considered as an effective solution in addressing current challenges, such as increasing customisation, high flexibility and dynam...
Real-time monitoring of molten zinc splatter using machine learning-based computer vision [0.03%]
基于机器学习的计算机视觉在实时监测熔融锌飞溅中的应用研究
Callum O&#x;Donovan,Cinzia Giannetti,Cameron Pleydell-Pearce
Callum O&#x;Donovan
During steel galvanisation, immersing steel strip into molten zinc forms a protective coating. Uniform coating thickness is crucial for quality and is achieved using air knives which wipe off excess zinc. At high strip speeds, zinc splatter...
Federated transfer learning for auxiliary classifier generative adversarial networks: framework and industrial application [0.03%]
用于辅助分类生成对抗网络的联邦迁移学习：框架与工业应用
Wei Guo,Yijin Wang,Xin Chen et al.
Wei Guo et al.
Machine learning with considering data privacy-preservation and personalized models has received attentions, especially in the manufacturing field. The data often exist in the form of isolated islands and cannot be shared because of data pr...
HA [Formula: see text]bot: a human-centered augmented reality robot programming method with the awareness of cognitive load [0.03%]
一种具有认知负荷意识的人机协同的增强现实机器人编程方法
Wenhao Yang,Qinqin Xiao,Yunbo Zhang
Wenhao Yang
In the era of Industry 4.0, manufacturing enterprises are actively adopting collaborative robots (Cobots) in their productions. Current online and offline robot programming methods are difficult to use and require extensive experience or sk...
Investigating the effect of intelligent assistance systems on motivational work characteristics in assembly [0.03%]
探究智能辅助系统对装配工作中激励性工作特征的影响
Marvin Walczok,Tanja Bipp
Marvin Walczok
Intelligent assistance systems (IAS) are designed to counteract rising cognitive demands caused by increasingly individualized manufacturing processes in assembly. How IAS affect work characteristics which are crucial for promoting work mot...
Polygon generation and video-to-video translation for time-series prediction [0.03%]
多边形生成和视频到视频转换用于时间序列预测
Mohamed Elhefnawy,Ahmed Ragab,Mohamed-Salah Ouali
Mohamed Elhefnawy
This paper proposes an innovative method for time-series prediction in energy-intensive industrial systems characterized by highly dynamic non-linear operations. The proposed method can capture the true distributions of the inputs and outpu...
Utilizing additive manufacturing and mass customization under capacity constraints [0.03%]
在产能限制下利用增材制造和大规模定制
Rachel Lacroix,Anna Timonina-Farkas,Ralf W Seifert
Rachel Lacroix
Additive manufacturing (AM), originally used for prototyping, is increasingly adopted for custom final part production across different industries. However, printing speed and production volume are two barriers for the adoption of AM for pr...
Luis M Camarinha-Matos,Andre Dionisio Rocha,Paula Graça
Luis M Camarinha-Matos
In recent years, the manufacturing sector is going through a major transformation, as reflected in the concept of Industry 4.0 and digital transformation. The urge for such transformation is intensified when we consider the growing societal...