... and quality control sensing monitoring and diagnostics sensors National Institute of Standards and Technology 10.13039/100000161 70NANB23H029T National Science Foundation 10.13039/100000001 CMMI-1719388 Office of Naval Research 10.13039/100000006 N00014-21- 1-2781...

... in the manufacturing process. predictive quality manufacturing processes continual learning learning without forgetting in-situ process monitoring inspection and quality control sensing monitoring and diagnostics Graphical Abstract Figure Proposed continual learning model structure for online...

...: r202470148ok@jindai.jp 07 06 2024 21 08 2024 22 08 2024 21 11 2024 Graphical Abstract Figure control and automation machine tool dynamics sensing monitoring and diagnostics sensors In recent years, the decline in the working-age population has increased...

... for manufacturing machine tool dynamics machining processes modeling and simulation precision and ultra-precision machining sensing monitoring and diagnostics sensors Ball screw drives are widely used in machine tools due to their lower cost and torque reduction capabilities. As the machine is used...

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

... 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...

...- and medium-sized enterprises data sharing federated learning inspection and quality control sensing monitoring and diagnostics Metal additive manufacturing (AM) has been widely used in industries, proving its success across various enterprises [ 1 ]. Its advantages in producing complex...

... 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...

... metrology modeling and simulation sensing monitoring and diagnostics National Science Foundation 10.13039/100000001 EEC-2133630 U.S. Department of Energy 10.13039/100000015 DE-AC0500OR22725 University of Tennessee 10.13039/100007135 AI TENNessee Initiative; Southeastern...

... 04 2024 nondestructive testing eddy-current sensor magnetic sensor surface profiling metrology sensing monitoring and diagnostics sensors Surface profile measurement and inspection technique is of importance for quantifying the surface quality of the machined parts. Surface...

... 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...

... and quality control sensing‌ monitoring and diagnostics Division of Civil, Mechanical and Manufacturing Innovation 10.13039/100000147 CMMI-2152908 Powder bed fusion (PBF) is one of the most popular techniques in metal additive manufacturing (AM) with a variety of applications [ 1...

... 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...

... monitoring and diagnostics Multistage process modeling for fault diagnosis is challenging because of the interconnection of sequential stages where the outputs of one stage become the inputs of the succeeding stages and cause the errors to confound. Due to this stochastic nature of multistage process...

... Email: lova.chechik@lpt.uni-erlangen.de Email: dominic.bartels@lpt.uni-erlangen.de Email: michael.schmidt@lpt.uni-erlangen.de 01 02 2023 10 05 2023 10 05 2023 03 08 2023 additive manufacturing laser processes process engineering sensing monitoring...

...: 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...