... learning domain shift electrohydrodynamic inkjet printing in-space manufacturing additive manufacturing process engineering semiconductor manufacturing sensing monitoring and diagnostics National Aeronautics and Space Administration 10.13039/100000104 80NSSC2XK1188 80MSFC23PA012...

... printing Taylor cone machine learning high-speed imaging inspection and quality control micro- and nano-machining and processing sensing monitoring and diagnostics National Aeronautics and Space Administration 10.13039/100000104 80NSSC23K1188 80NSSC21M0360 80NSSC20M0107...

... ensures the adaptability of our approach, even with less precise sensing equipment. For the finite element simulations, we utilized the steady-state thermal and static structural analysis modules within ansys . The gripper design (Fig. 6 ) comprises six fingers anchored to a base for connection...

... to a small range of designs, further reducing their data collection. Advanced sensing in AM provides rich, timely, and in situ data, enabling data-driven approaches for process monitoring. Machine learning (ML) and deep learning (DL) have been widely recognized as effective in enhancing predictive...

... learning deformation detection physics-informed machine learning thermal sensing wire arc directed energy deposition additive manufacturing inspection and quality control sensing U.S. Army Corps of Engineers 10.13039/100006752 W911NF-20-2-0206 Wire arc directed energy...

...@purdue.edu 24 09 2023 29 03 2024 01 04 2024 09 05 2024 Graphical Abstract Figure semiconductor wafer inspection automated visual inspection autonomous data annotation defect localization metrology semiconductor manufacturing sensing monitoring and diagnostics...

... and simulation sensing monitoring and diagnostics Natural Sciences and Engineering Research Council of Canada 10.13039/501100000038 IRCPJ-260683 The dynamics of the spindle system depend on its dimensions, tool holder, cutting tool assembly, bearing type and location, bearing preload...

... and simulation sensing monitoring and diagnostics Natural Sciences and Engineering Research Council of Canada 10.13039/501100000038 IRCPJ-260683 To ensure optimal machining performance of machine tools, it is crucial to model the effects of bearing faults, contact loss between the shaft...

... spindle vibration machine learning recurrent neural network gated recurrent unit unbalance bearing fault detection machine tool dynamics modeling and simulation sensing monitoring and diagnostics Natural Sciences and Engineering Research Council of Canada 10.13039/501100000038 IRCPJ...

... the initial condition and tool temperature prediction (Step 3). In this sense, the coupled interconnectivity makes AFSD-Nets the state-space representation of the thermal dynamical system during AFSD, which can simulate the entire temperature evolution. This is important for the practical use of the learned...

... cloud compensation and control data fusion additive manufacturing control and automation inspection and quality control production systems optimization sensing monitoring and diagnostics In modern manufacturing processes, the control and compensation of 3D shape deviations have become...

...Jungsub Kim; Heebum Chun; ChaBum Lee This paper presents a novel nondestructive testing system, magneto-eddy-current sensor (MECS), to enable surface profiling of dissimilar materials by combining magnetic sensing for ferromagnetic materials and eddy-current sensing for nonferromagnetic materials...

... 11 05 2023 03 11 2023 05 11 2023 04 12 2023 model-agnostic explanations microstructural feature machine behaviors composites machine tool dynamics machining processes sensing monitoring and diagnostics Binghamton University 10.13039/100008451...

... clad dimension additive manufacturing rapid prototyping and solid freeform fabrication sensing monitoring and diagnostics Center for Hierarchical Manufacturing, National Science Foundation 10.13039/100006445 70NANB19H005 U.S. Army Research Laboratory 10.13039/100006754 W911NF...

... 08 2023 27 08 2023 11 09 2023 assembly inspection and quality control production systems optimization sensing monitoring and diagnostics Mass production has long been the standard in manufacturing, allowing efficient use of available resources and a corresponding...

...@intel.com 12 05 2023 13 08 2023 14 08 2023 11 09 2023 Bayesian networks multistage manufacturing processes failure mode and effect analysis (FMEA) process monitoring root cause identification machine learning big data modeling and simulation sensing monitoring...

... of the Industry,” Wohlers Associates, ASTM International, Fort Collins, Colo., Washington, DC). We take deep dives into several critical topics including sensing and monitoring, preheating, and multi-laser technology and illustrate how these develop from research ideas into industrial products. Finally...

... of Bead Geometry for Laser Wire-Feed DED System Using Molten Pool Sensing Data and Multi-modality CNN ,” Int. J. Adv. Manuf. Technol. , 121 ( 1–2 ), pp. 903 – 917 . 10.1007/s00170-022-09248-3 [15] Kono , D. , Yamaguchi , H. , Oda , Y. , and Sakai , T. , 2020 , “ Stabilization...

...: joni.reijonen@vtt.fi Email: Alejandro.Revuelta@vtt.fi 02 11 2022 19 02 2023 23 02 2023 07 06 2023 multiresolution analysis quality inspection wavelet transformation additive manufacturing control and automation sensing monitoring and diagnostics Additive...

... 30 12 2022 27 04 2023 27 04 2023 07 06 2023 advanced materials and processing inspection and quality control nontraditional manufacturing processes sensing monitoring and diagnostics welding and joining European Commission 10.13039/501100000780 N°764979...