... 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...

... enterprises data sharing federated learning inspection and quality control sensing monitoring and diagnostics Algorithm 1 FedAvg, FedProx, and FedAvgM Begin Server side:  initialize w 0   for each round t = 1 to T do   select a C fraction of clients m...

... 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...

... Advanced Machine Tools Network (SEAMTN) additive manufacturing additive friction stir deposition temperature physics-informed machine learning neural networks advanced materials and processing metrology modeling and simulation sensing monitoring and diagnostics Graphical Abstract...

... tomography (CT) scan [ 7 , 8 ], magnetic resonance imaging [ 9 ], ultrasonic measurement [ 10 ], eddy-current sensing [ 11 – 15 ], and capacitive sensing [ 16 , 17 ] are often used. nondestructive testing eddy-current sensor magnetic sensor surface profiling metrology sensing monitoring...

... 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 References [1] Zeng , K. , Pal , D. , and Stucker , B. , 2012 , “ A Review of Thermal Analysis Methods in Laser Sintering and Selective Laser Melting ,” 2012 International Solid Freeform Fabrication Symposium , Austin, TX...

... 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...

...@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...

... 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...

... 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...

... and flexible tooling sensing monitoring and diagnostics 26 10 2022 12 03 2023 13 03 2023 11 04 2023 Email: gyj_2023@126.com Email: luoyang_1999@163.com 1 Corresponding author. Email: chr@mail.xjtu.edu.cn Email: houmax@stu.xjtu.edu.cn Copyright © 2023...

...@iser.msstate.edu Email: bian@ise.msstate.edu 05 05 2022 02 03 2023 02 03 2023 28 03 2023 additive manufacturing convolution neural network (CNN) porosity prediction transfer learning design for manufacturing sensing monitoring and diagnostics The objective...

...@cqu.edu.cn 02 11 2022 18 02 2023 19 02 2023 15 03 2023 system architecture intelligent manufacturing machining accuracy thermal error industry 4.0 computer-integrated manufacturing control and automation sensing monitoring and diagnostics National Natural...

... monitoring and diagnostics The objective of this study is to develop a nondestructive testing (NDT) method based on the fusion of ultrasonic structural data and thermal history data for porosity detection in laser-based additive manufacturing (LBAM). Additive manufacturing (AM) is a process...