Smart retrofitting in maintenance: a systematic literature review David Sanchez-LondonoGiacomo BarbieriLuca Fumagalli ReviewPaper Open access 29 August 2022 Pages: 1 - 19
Machine learning techniques in additive manufacturing: a state of the art review on design, processes and production control Sachin KumarT. GopiChuanSong Wu ReviewPaper Open access 10 October 2022 Pages: 21 - 55
Data-driven dynamic causality analysis of industrial systems using interpretable machine learning and process mining Karim NadimAhmed RagabMohamed-Salah Ouali OriginalPaper Open access 11 May 2022 Pages: 57 - 83
Human factors in cobot era: a review of modern production systems features Maurizio FaccioIrene GranataGiulio Rosati OriginalPaper Open access 19 May 2022 Pages: 85 - 106
From knowledge-based to big data analytic model: a novel IoT and machine learning based decision support system for predictive maintenance in Industry 4.0 Riccardo RosatiLuca RomeoEmanuele Frontoni OriginalPaper Open access 24 May 2022 Pages: 107 - 121
Hybrid algorithm based on reinforcement learning for smart inventory management Carlos CuartasJose Aguilar OriginalPaper Open access 03 August 2022 Pages: 123 - 149
Attention-based advantage actor-critic algorithm with prioritized experience replay for complex 2-D robotic motion planning Chengmin ZhouBingding HuangPasi Fränti OriginalPaper Open access 07 August 2022 Pages: 151 - 180
Recursive encoder network for the automatic analysis of STEP files Victoria MilesStefano GianiOliver Vogt OriginalPaper Open access 07 August 2022 Pages: 181 - 196
Instant flow distribution network optimization in liquid composite molding using deep reinforcement learning Martin SzarskiSunita Chauhan OriginalPaper Open access 08 August 2022 Pages: 197 - 218
Optimisation-driven design to explore and exploit the process–structure–property–performance linkages in digital manufacturing Iñigo Flores ItuarteSuraj PanickerDavid W. Rosen OriginalPaper Open access 17 September 2022 Pages: 219 - 241
GPyro: uncertainty-aware temperature predictions for additive manufacturing Iason SiderisFrancesco CrivelliMarkus Bambach OriginalPaper Open access 22 September 2022 Pages: 243 - 259
Polygon generation and video-to-video translation for time-series prediction Mohamed ElhefnawyAhmed RagabMohamed-Salah Ouali OriginalPaper Open access 24 September 2022 Pages: 261 - 279
Utilizing additive manufacturing and mass customization under capacity constraints Rachel LacroixAnna Timonina-FarkasRalf W. Seifert OriginalPaper Open access 27 September 2022 Pages: 281 - 301
Automated 3D burr detection in cast manufacturing using sparse convolutional neural networks Ahmed MohammedJohannes KvamHelene Schulerud OriginalPaper Open access 11 October 2022 Pages: 303 - 314
A deep learning framework for layer-wise porosity prediction in metal powder bed fusion using thermal signatures Yuwei MaoHui LinAnkit Agrawal OriginalPaper Open access 14 October 2022 Pages: 315 - 329
Investigation and machine learning-based prediction of parametric effects of single point incremental forming on pillow effect and wall profile of AlMn1Mg1 aluminum alloy sheets Sherwan Mohammed NajmImre Paniti OriginalPaper Open access 18 October 2022 Pages: 331 - 367
Development of a surrogate model for high-fidelity laser powder-bed fusion using tensor train and gaussian process regression Umesh KizhakkinanPham Luu Trung DuongNagarajan Raghavan OriginalPaper Open access 27 October 2022 Pages: 369 - 385
Stability modeling for chatter avoidance in self-aware machining: an application of physics-guided machine learning Noel P. GreisMonica L. NogueiraTony Schmitz OriginalPaper Open access 09 November 2022 Pages: 387 - 413