Real-time monitoring of high-power disk laser welding statuses based on deep learning framework Yanxi ZhangDeyong YouPerry P. Gao OriginalPaper 11 June 2019 Pages: 799 - 814
Artificial intelligence planners for multi-head path planning of SwarmItFIX agents Satheeshkumar VeeramaniSreekumar MuthuswamyMatteo Zoppi OriginalPaper 14 June 2019 Pages: 815 - 832
A data-driven decision-making optimization approach for inconsistent lithium-ion cell screening Chengbao LiuJie TanXuelei Wang OriginalPaper 01 July 2019 Pages: 833 - 845
Injection molding manufacturing process: review of case-based reasoning applications Mohammad Reza KhosravaniSara Nasiri ReviewPaper 01 July 2019 Pages: 847 - 864
Machine learning technique for data-driven fault detection of nonlinear processes Maroua SaidKhaoula ben AbdellafouOkba Taouali OriginalPaper 17 July 2019 Pages: 865 - 884
Image-based defect detection in lithium-ion battery electrode using convolutional neural networks Olatomiwa BadmosAndreas KoppGerhard Schneider OriginalPaper 01 August 2019 Pages: 885 - 897
A zero-shot learning method for fault diagnosis under unknown working loads Yiping GaoLiang GaoYuwei Zheng OriginalPaper 29 July 2019 Pages: 899 - 909
Non-dominated sorting modified teaching–learning-based optimization for multi-objective machining of polytetrafluoroethylene (PTFE) Elango NatarajanVaradaraju KaviarasanSangeetha Elango OriginalPaper 02 August 2019 Pages: 911 - 935
Intelligent pulse analysis of high-speed electrical discharge machining using different RNNs Xuexin ZhangYonghong LiuZhenwei Niu OriginalPaper 08 August 2019 Pages: 937 - 951
Tool wear predicting based on multi-domain feature fusion by deep convolutional neural network in milling operations Zhiwen HuangJianmin ZhuFengqing Tian OriginalPaper 14 August 2019 Pages: 953 - 966
An effective and automatic approach for parameters optimization of complex end milling process based on virtual machining Hengyuan MaWei LiuChuipin Kong OriginalPaper 11 September 2019 Pages: 967 - 984
Mixed-layer adaptive slicing for robotic Additive Manufacturing (AM) based on decomposing and regrouping Donghua ZhaoWeizhong Guo OriginalPaper 10 September 2019 Pages: 985 - 1002
Shop floor data-driven spatial–temporal verification for manual assembly planning Wei FangLianyu Zheng OriginalPaper 12 September 2019 Pages: 1003 - 1018
On mining frequent chronicles for machine failure prediction Chayma SellamiCarlos MirandaFrançois de Beuvron OriginalPaper 27 September 2019 Pages: 1019 - 1035
Conductive particle detection via deep learning for ACF bonding in TFT-LCD manufacturing Eryun LiuKangping ChenJun Zhang OriginalPaper 30 September 2019 Pages: 1037 - 1049
Time/sequence-dependent scheduling: the design and evaluation of a general purpose tabu-based adaptive large neighbourhood search algorithm Lei HeMathijs de WeerdtNeil Yorke-Smith OriginalPaper Open access 20 December 2019 Pages: 1051 - 1078