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
A review of external sensors for human detection in a human robot collaborative environment Zainab SaleemFredrik GustafssonSaif Huq ReviewPaper Open access 04 April 2024
Ontologies for prognostics and health management of production systems: overview and research challenges Chiara FranciosiYasamin EslamiAlexandre Voisin ReviewPaper 02 April 2024
Big GCVAE: decision-making with adaptive transformer model for failure root cause analysis in semiconductor industry Kenneth EzukwokeAnis HoayekJérôme Adrian OriginalPaper 02 April 2024
Input attribute optimization for thermal deformation of machine-tool spindles using artificial intelligence Swami Nath MauryaWin-Jet LuoPei-Tang Wang OriginalPaper 01 April 2024
Spatiotemporal analysis of powder bed fusion melt pool monitoring videos using deep learning Richard J. WilliamsSwee Leong Sing OriginalPaper 01 April 2024
CowSSL: contrastive open-world semi-supervised learning for wafer bin map Insung BaekSung Jin HwangSeoung Bum Kim OriginalPaper 29 March 2024
Multi-level joint distributed alignment-based domain adaptation for cross-scenario strip defect recognition Kun LiuYing YangHaiyong Chen OriginalPaper 29 March 2024
Manifold learning-assisted uncertainty quantification of system parameters in the fiber metal laminates hot forming process Xin WangXinchao JiangGuangyao Li OriginalPaper 29 March 2024
Knowledge distillation-based information sharing for online process monitoring in decentralized manufacturing system Zhangyue ShiYuxuan LiChenang Liu OriginalPaper 29 March 2024
Monocrystalline silicon crystal line detection based on the improved YoloX-tiny algorithm Yuting SheHongxin Li OriginalPaper 29 March 2024
Machine learning-enabled real-time anomaly detection for electron beam powder bed fusion additive manufacturing Davide CannizzaroPaolo AntonioniSanta Di Cataldo OriginalPaper Open access 28 March 2024
Engineering and evaluating an unsupervised predictive maintenance solution: a cold-forming press case-study Apostolos GiannoulidisAnastasios GounarisDaniel Caljouw OriginalPaper Open access 28 March 2024
Online performance and proactive maintenance assessment of data driven prediction models Yingjun ShenTaohong WangZhe Song OriginalPaper 28 March 2024
Traditional machine learning and deep learning for predicting melt-pool cross-sectional morphology of laser powder bed fusion additive manufacturing with thermographic monitoring Haijie WangBo LiFuzhen Xuan OriginalPaper 27 March 2024
In-process surface quality monitoring of the slender workpiece machining with digital twin approach Kaibo LuZhen LiAndrew Longstaff OriginalPaper 25 March 2024
A novel curved surface profile monitoring approach based on geometrical-spatial joint feature Yiping ShaoJun ChenShichang Du OriginalPaper 25 March 2024
Development of a melt pool characteristics detection platform based on multi-information fusion of temperature fields and photodiode signals in plasma arc welding Zhuangzhuang MaoWei FengZhanwei Liu OriginalPaper 24 March 2024
AutoML-driven diagnostics of the feeder motor in fused filament fabrication machines from direct current signals Sean RooneyEmil PitzKishore Pochiraju OriginalPaper Open access 21 March 2024
Sheet resistance prediction of laser induced graphitic carbon with transformer encoder-enabled contrastive learning Yupeng WeiGerd GrauDazhong Wu OriginalPaper 19 March 2024
A data driven sequential learning framework to accelerate and optimize multi-objective manufacturing decisions Hamed KhosraviTaofeeq OlajireImtiaz Ahmed OriginalPaper 18 March 2024