Joan Marcè I Igual,Marc Geilen,Mitra Nasri et al.
Joan Marcè I Igual et al.
Optimising productivity of tightly coupled production lines in, for instance, the production printing or semiconductor industry is difficult due to the diversity of products resulting in different product flows, the variety of constraints, ...
Analysis of the performance of LSTM-DNN models with the consideration of signal complexity in milling processes [0.03%]
基于信号复杂度考量的LSTM-DNN模型在铣削过程中的性能分析
Hui Xie,Meng Liu,Ashley Cusack et al.
Hui Xie et al.
This paper investigates the impacts of signal complexity on the performance of Deep Learning (DL) models in milling processes, with a particular focus on cutting force due to its critical role in system diagnostics and process monitoring. T...
Multi-layer process control in selective laser melting: a reinforcement learning approach [0.03%]
基于强化学习的选区激光熔化多层过程控制方法研究
Stylianos Vagenas,Taha Al-Saadi,George Panoutsos
Stylianos Vagenas
Powder bed fusion (PBF) is an original additive manufacturing technique for creating 3D parts layer-by-layer. While there are numerous benefits to this process, the complex undergoing physical phenomena are challenging to analytically model...
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...