A reference framework for the digital twin smart factory based on cloud-fog-edge computing collaboration Zhiyuan LiXuesong MeiJingyi Zhu OriginalPaper 04 June 2024
Development of a cascaded multitask physics-informed neural network (CM-PINN) to construct the muti-physical field model of rubber bushing press fitting Yiru ChenJianfu ZhangJianjian Wang OriginalPaper 04 June 2024
Explainable artificial intelligence and multi-stage transfer learning for injection molding quality prediction Chung-Yin LinJinsu GimLih-Sheng Turng OriginalPaper 30 May 2024
Workplace performance measurement: digitalization of work observation and analysis Janusz NesterakMarek SzelągowskiPrzemysław Radziszewski OriginalPaper Open access 29 May 2024
Enhancing robustness to novel visual defects through StyleGAN latent space navigation: a manufacturing use case Spyros TheodoropoulosDimitrios DardanisPanayiotis Tsanakas OriginalPaper 27 May 2024
Digital twin and predictive quality solution for insulated glass line Gülcan AydinMehmet TezcanTuğçe Nur Özkan OriginalPaper 27 May 2024
A data-driven time-sequence feature-based composite network of time-distributed CNN-LSTM for detecting pore defects in laser penetration welding Shenghong YanBo ChenGuodong Wang OriginalPaper 25 May 2024
Detecting and classifying hidden defects in additively manufactured parts using deep learning and X-ray computed tomography Miles V. BimroseTianxiang HuWilliam P. King OriginalPaper 24 May 2024
Towards autonomous learning and optimisation in textile production: data-driven simulation approach for optimiser validation Ruben KinsChristian MöbitzThomas Gries OriginalPaper Open access 24 May 2024
Flexible and robust detection for assembly automation with YOLOv5: a case study on HMLV manufacturing line Alexej SimethAtal Anil KumarPeter Plapper OriginalPaper Open access 23 May 2024
A cyber-physical production system for autonomous part quality control in polymer additive manufacturing material extrusion process Miguel CastilloRoberto MonroyRafiq Ahmad OriginalPaper 23 May 2024
An automatic inspection system for the detection of tire surface defects and their severity classification through a two-stage multimodal deep learning approach Thomas MignotFrançois PonchonChristophe Garcia OriginalPaper Open access 22 May 2024
Real-time monitoring of molten zinc splatter using machine learning-based computer vision Callum O’DonovanCinzia GiannettiCameron Pleydell-Pearce OriginalPaper Open access 22 May 2024
Sparse deep encoded features with enhanced sinogramic red deer optimization for fault inspection in wafer maps Doaa A. AltantawyMohamed A. Yakout OriginalPaper Open access 20 May 2024
Use of machine learning models in condition monitoring of abrasive belt in robotic arm grinding process Mochamad Denny SurindraGusti Ahmad Fanshuri AlfarisyMunish Kumar Gupta OriginalPaper Open access 18 May 2024
Multi-modal background-aware for defect semantic segmentation with limited data Dexing ShanYunzhou ZhangShitong Liu OriginalPaper 18 May 2024
Three-dimensional fabric smoothness evaluation using point cloud data for enhanced quality control Zhijie YuanBinjie XinYingqi Xu OriginalPaper 18 May 2024
Global receptive field graph attention network for unsupervised domain adaptation fault diagnosis in variable operating conditions Meiling CaiSheng ChenLihui Cen OriginalPaper 17 May 2024
Defining a feature-level digital twin process model by extracting machining features from MBD models for intelligent process planning Jingjing LiGuanghui ZhouAndrea Matta OriginalPaper 14 May 2024
A multimodal fusion method for soldering quality online inspection Jian XieYu GuoYaning Tao OriginalPaper 14 May 2024
A novel method based on deep learning algorithms for material deformation rate detection Selim Özdemİlhami Muharrem Orak OriginalPaper Open access 14 May 2024
MSOA: A modular service-oriented architecture to integrate mobile manipulators as cyber-physical systems Nooshin GhodsianKhaled BenfrihaAurélien Arnou OriginalPaper 13 May 2024
Selecting subsets of source data for transfer learning with applications in metal additive manufacturing Yifan TangMostafa Rahmani DehaghaniG. Gary Wang OriginalPaper 12 May 2024
Remaining useful lifetime prediction for milling blades using a fused data prediction model (FDPM) Teemu MäkiahoJouko LaitinenKari T. Koskinen OriginalPaper Open access 11 May 2024
A Generative AI approach to improve in-situ vision tool wear monitoring with scarce data Alberto Garcia-PerezMaria Jose Gomez-SilvaArturo de la Escalera-Hueso OriginalPaper 10 May 2024
Lightweight convolutional neural network for fast visual perception of storage location status in stereo warehouse Liangrui ZhangXi ZhangMingzhou Liu OriginalPaper 09 May 2024
Warpage detection in 3D printing of polymer parts: a deep learning approach Vivek V. BhandarkarAshish KumarPuneet Tandon OriginalPaper 09 May 2024
Remaining useful life prediction based on parallel multi-scale feature fusion network Yuyan YinJie TianXinfeng Liu OriginalPaper 08 May 2024
Variability-enhanced knowledge-based engineering (VEN) for reconfigurable molds Zeeshan QaiserKunlin YangShane Johnson OriginalPaper 08 May 2024
Robust image-based cross-sectional grain boundary detection and characterization using machine learning Nicholas SatterleeRunjian JiangJohn S. Kang OriginalPaper 06 May 2024
Continual learning for surface defect segmentation by subnetwork creation and selection Aleksandr DekhovichMiguel A. Bessa OriginalPaper 06 May 2024
Quantile regression-enriched event modeling framework for dropout analysis in high-temperature superconductor manufacturing Mai LiYing LinVenkat Selvamanickam OriginalPaper 04 May 2024
Unknown-class recognition adversarial network for open set domain adaptation fault diagnosis of rotating machinery Ke WuWei XuJun Wu OriginalPaper 04 May 2024
Leveraging computer vision towards high-efficiency autonomous industrial facilities Ibrahim YousifLiam BurnsRamy Harik OriginalPaper Open access 02 May 2024
A dynamic inference network (DI-Net) for online fabric defect detection in smart manufacturing Shuxuan ZhaoRay Y. ZhongJie Zhang OriginalPaper 02 May 2024
Exploring and optimizing deep neural networks for precision defect detection system in injection molding process Mohamed EL GhadouiAhmed MouchtachiRadouane Majdoul OriginalPaper 02 May 2024
Intelligent hierarchical compensation method for industrial robot positioning error based on compound branch neural network automatic creation Jian ZhouLianyu ZhengYansheng Cao OriginalPaper 02 May 2024
Accurate and energy efficient ad-hoc neural network for wafer map classification Ana PinzariThomas BaumelaFrédéric Pétrot OriginalPaper Open access 01 May 2024
A multi scale meta-learning network for cross domain fault diagnosis with limited samples Yu WangShujie Liu OriginalPaper 30 April 2024
Unbalance prediction method of aero-engine saddle rotor based on deep belief networks and GA-BP intelligent learning Huilin WuChuanzhi SunJiubin Tan OriginalPaper 29 April 2024
Cyber-physical systems: a bibliometric analysis of literature Nitin SinghPrabin Kumar PanigrahiSajjad M. Jasimuddin ReviewPaper 29 April 2024
Steel ball surface inspection using modified DRAEM and machine vision Chun-Chin HsuYa-Chen HsuFang-Chih Tien OriginalPaper 27 April 2024
Prediction of thin-walled workpiece machining error: a transfer learning approach Yu-Yue YuDa-Ming ShiXiao-Ming Zhang OriginalPaper 27 April 2024
Digital twin-driven smelting process management method for converter steelmaking Tianjie FuShimin LiuPeiyu Li OriginalPaper Open access 26 April 2024
A transfer regression network-based adaptive calibration method for remaining useful life prediction considering individual discrepancies in the degradation process of machinery Jiaxian ChenDongpeng LiWeihua Li OriginalPaper 26 April 2024
An online prediction method for array antenna assembly performance based on digital twin Xuepeng GuoLinyan LiuYue Wang OriginalPaper 25 April 2024
Image-based identification of optical quality and functional properties in inkjet-printed electronics using machine learning Maxim PolomoshnovKlaus-Martin ReichertMarkus Reischl OriginalPaper Open access 24 April 2024
Quality evaluation modeling of a DED-processed metallic deposition based on ResNet-50 with few training data Hyunmin ParkYun Seok KangHyung Wook Park OriginalPaper 23 April 2024
Defect monitoring of high-power laser-arc hybrid welding process based on an improved channel attention convolutional neural network Yue QiuJiang PingShixuan Li OriginalPaper 23 April 2024
Qualitative and quantitative characterization of powder bed quality in laser powder-bed fusion additive manufacturing by multi-task learning Hao JiangZhibin ZhaoXuefeng Chen OriginalPaper 23 April 2024