On reliability of reinforcement learning based production scheduling systems: a comparative survey Constantin Waubert de PuiseauRichard MeyesTobias Meisen ReviewPaper Open access 05 February 2022 Pages: 911 - 927
An estimation distribution algorithm for wave-picking warehouse management Jingran LiangZhengning WuZhi-Hai Zhang OriginalPaper 29 October 2020 Pages: 929 - 942
Surface roughness stabilization method based on digital twin-driven machining parameters self-adaption adjustment: a case study in five-axis machining Zengya ZhaoSibao WangBo Yang OriginalPaper 05 November 2020 Pages: 943 - 952
A novel hybrid immune clonal selection algorithm for the constrained corridor allocation problem Junqi LiuZeqiang ZhangLixia Zhu OriginalPaper 06 November 2020 Pages: 953 - 972
Deep prototypical networks based domain adaptation for fault diagnosis Huanjie WangXiwei BaiJiechao Yang OriginalPaper 11 November 2020 Pages: 973 - 983
A real-time defective pixel detection system for LCDs using deep learning based object detectors Aslı ÇelikAyhan KüçükmanisaOğuzhan Urhan OriginalPaper 13 November 2020 Pages: 985 - 994
Prediction of cell viability in dynamic optical projection stereolithography-based bioprinting using machine learning Heqi XuQingyang LiuChangxue Xu OriginalPaper 16 November 2020 Pages: 995 - 1005
Synthetic data augmentation for surface defect detection and classification using deep learning Saksham JainGautam SethGirish Kumar OriginalPaper 18 November 2020 Pages: 1007 - 1020
Dispatching method based on particle swarm optimization for make-to-availability Robson Flavio CastroMoacir Godinho-FilhoRoberto Fernandes Tavares-Neto OriginalPaper 22 November 2020 Pages: 1021 - 1030
Gear and bearing fault classification under different load and speed by using Poincaré plot features and SVM Rubén MedinaJean Carlo MacancelaMariela Cerrada OriginalPaper 23 November 2020 Pages: 1031 - 1055
A sequential resampling approach for imbalanced batch process fault detection in semiconductor manufacturing Yi ZhangPeng PengHeming Zhang OriginalPaper 23 November 2020 Pages: 1057 - 1072
Machine learning integrated design for additive manufacturing Jingchao JiangYi XiongDavid W. Rosen OriginalPaper 23 November 2020 Pages: 1073 - 1086
Heuristic based approach for short term production planning in highly automated customer oriented pallet production Matthias KaltenbrunnerMaria Anna HukaManfred Gronalt OriginalPaper Open access 18 January 2022 Pages: 1087 - 1098
Improving automated visual fault inspection for semiconductor manufacturing using a hybrid multistage system of deep neural networks Tobias SchlosserMichael FriedrichDanny Kowerko OriginalPaper Open access 25 January 2022 Pages: 1099 - 1123
Multi-objective optimisation of ultrasonically welded dissimilar joints through machine learning Patrick G. MonganVedant ModiConor T. McCarthy OriginalPaper Open access 12 February 2022 Pages: 1125 - 1138
Machine learning with domain knowledge for predictive quality monitoring in resistance spot welding Baifan ZhouTim PychynskiRalf Mikut OriginalPaper Open access 02 March 2022 Pages: 1139 - 1163
Layer-by-layer model-based adaptive control for wire arc additive manufacturing of thin-wall structures Haochen MuJoseph PoldenZengxi Pan OriginalPaper Open access 10 March 2022 Pages: 1165 - 1180
Correction to: An effective approach for the dual-resource flexible job shop scheduling problem considering loading and unloading Xiuli WuJunjian PengShaomin Wu Correction 29 October 2021 Pages: 1181 - 1188