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
Conceptualizing the digital thread for smart manufacturing: a systematic literature review Tasnim A. Abdel-AtyElisa Negri ReviewPaper Open access 23 April 2024
A deep learning model for online prediction of in-process dynamic characteristics of thin-walled complex blade machining Zhengtong CaoTao HuangHan Ding OriginalPaper 22 April 2024
A generalisable tool path planning strategy for free-form sheet metal stamping through deep reinforcement and supervised learning Shiming LiuZhusheng ShiHui Yu OriginalPaper Open access 22 April 2024
Hybrid intelligence failure analysis for industry 4.0: a literature review and future prospective Mahdi MokhtarzadehJorge Rodríguez-EcheverríaSidharta Gautama ReviewPaper Open access 22 April 2024
Combining physics-based and data-driven methods in metal stamping Amaia AbandaAmaia ArroyoMiguel Esteras OriginalPaper 20 April 2024
Automated assembly quality inspection by deep learning with 2D and 3D synthetic CAD data Xiaomeng ZhuPär MårtenssonAtsuto Maki OriginalPaper Open access 18 April 2024
Optimization of image acquisition by automated white-light interferometers during the inspection of object surfaces Björn SchwarzeStefan Edelkamp OriginalPaper Open access 17 April 2024
Self-supervised fusion of deep soft assignments for multi-view diagnosis of machine faults Chuan LiYifan WuYun Bai OriginalPaper 16 April 2024
Manufacturing process selection based on similarity search: incorporating non-shape information in shape descriptor comparison Zhichao WangXiaoliang YanDavid Rosen OriginalPaper 16 April 2024
Optimization of laser annealing parameters based on bayesian reinforcement learning Chung-Yuan ChangYen-Wei FengAlbert Shihchun Lin OriginalPaper Open access 15 April 2024
Visual coating inspection framework via self-labeling and multi-stage deep learning strategies Changheon HanJiho LeeHuitaek Yun OriginalPaper Open access 14 April 2024
Recent advances in human–robot interaction: robophobia or synergy Andrius DzedzickisGediminas VaičiūnasVytautas Bučinskas ReviewPaper 09 April 2024
Automatic high-frequency induction brazing through an ensembled detection with heterogenous sensor measurements Joonhyeok MoonMin-Gwan KimKi-Yong Oh OriginalPaper 04 April 2024