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Keywords: Sensing
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Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. May 2023, 145(5): 051005.
Paper No: MANU-22-1330
Published Online: January 19, 2023
... are required to fully exploit M-LPBF. We present a novel in situ sensing and machine learning-based flaw detection for M-LPBF. Specifically, we consider a configuration where on-axis multi-spectral sensors are integrated and synchronized with each of the three lasers on a 3D Systems DMP Factory 500 printer...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. March 2023, 145(3): 031004.
Paper No: MANU-21-1430
Published Online: December 2, 2022
... 12 2022 Email: wangy88@rpi.edu Email: sunwbgt@umich.edu Email: jhjin@umich.edu Email: zkong@vt.edu 1 Corresponding author. Email: xwy@vt.edu 3D point cloud analytics graph convolutional neural network defect identification sensing monitoring and diagnostics...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. January 2023, 145(1): 011007.
Paper No: MANU-22-1325
Published Online: October 18, 2022
... Distributed Simultaneous Vibration and Temperature Sensing Technology and Its Geophysical Applications ,” Sensors , 17 ( 11 ), p. 2511 . 10.3390/s17112511 [17] Zhou , F. , Kung , P. , Li , X. , Behjat , V. , and Jun , M. B. G. , 2021 , “ Modeling of a Sampled Apodized Fiber...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. January 2023, 145(1): 011006.
Paper No: MANU-22-1333
Published Online: October 13, 2022
...: christopher.saldana@me.gatech.edu 30 06 2022 22 09 2022 26 09 2022 13 10 2022 machine learning machining process monitoring tool condition monitoring tool wear machining processes production systems optimization sensing monitoring and diagnostics U.S. Department...
Journal Articles
Article Type: Technical Briefs
J. Manuf. Sci. Eng. December 2022, 144(12): 124502.
Paper No: MANU-22-1212
Published Online: August 25, 2022
... 25 04 2022 26 07 2022 28 07 2022 25 08 2022 cutting edge radius in situ imaging subsurface deformation plowing built-up edge surface roughness advanced materials and processing machining processes sensing monitoring and diagnostics National Natural Science...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2022, 144(12): 121008.
Paper No: MANU-22-1162
Published Online: August 25, 2022
... emission waspalloy turning condition monitoring machining processes sensing monitoring and diagnostics tribology in manufacturing Wear is the driving mechanism of mechanical damage of sliding elements [ 1 , 2 ]. The principle types of mechanical wear pertaining to sliding friction...
Journal Articles
Article Type: Technical Briefs
J. Manuf. Sci. Eng. September 2022, 144(9): 094504.
Paper No: MANU-22-1097
Published Online: July 29, 2022
... Email: frederik.spoden@student.kit.edu Email: sven.matthiesen@kit.edu Email: thomas.gwosch@kit.edu 25 02 2022 22 06 2022 22 06 2022 29 07 2022 manual manufacturing sensing sensors monitoring diagnostics industry 4.0 activity recognition classification...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. November 2022, 144(11): 111007.
Paper No: MANU-22-1117
Published Online: July 26, 2022
... analysis thermal history inspection and quality control rapid prototyping and solid freeform fabrication sensing monitoring and diagnostics Definition I: HAZ . In each thermal image, the region with temperature readings within a pre-specified temperature range of interests which is lower than...
Journal Articles
Article Type: Review Articles
J. Manuf. Sci. Eng. October 2022, 144(10): 100802.
Paper No: MANU-21-1529
Published Online: June 22, 2022
... , 105 ], adaptive estimation [ 106 ] Fault detection/diagnosis Linear encoder [ 111 ] – KF [ 111 ] Prognosis/RUL – Vibration [ 112 – 114 ] Exponential [ 112 , 113 ], PF [ 112 – 114 ] Sensing methods/technologies – Vibration [ 115 ] KF [ 115 ] Other methods Rotary encoder [ 116...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. September 2022, 144(9): 091002.
Paper No: MANU-21-1638
Published Online: April 8, 2022
... frequency responses when limited training samples are available. smart manufacturing data-driven dynamics frequency response function few-shot regression Industry 4.0 machine tool dynamics machining processes sensing monitoring and diagnostics U.S. Department of Commerce 10.13039...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. July 2022, 144(7): 071010.
Paper No: MANU-21-1448
Published Online: February 10, 2022
...@vt.edu 17 09 2021 12 11 2021 12 11 2021 10 02 2022 control and automation sensing monitoring and diagnostics sensors This study identifies nonideal aspects of the preheat flame electrical resistance while performing oxyfuel cuts of steel plates. Previously...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. July 2022, 144(7): 071006.
Paper No: MANU-21-1315
Published Online: December 8, 2021
... prognostics and health management timed petri nets programmable logic controllers industrial big data principal component analysis inspection and quality control production systems optimization sensing monitoring and diagnostics Due to their logical structure and reliance on input switches...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. June 2022, 144(6): 061008.
Paper No: MANU-21-1317
Published Online: December 3, 2021
... ]. anomaly detection semi-supervised learning machine learning fault detection fault classification prognostics and health management industrial artificial intelligence principal component analysis inspection and quality control sensing monitoring and diagnostics 07 07 2021 11 10 2021...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. May 2022, 144(5): 051005.
Paper No: MANU-21-1147
Published Online: October 25, 2021
... and quality control metrology sensing monitoring and diagnostics The forming process, such as stamping, forging, or rolling, is a complex manufacturing process where anomalies may occur on surfaces of manufactured artifacts. Here, we define the anomaly as the quality anomaly on manufactured...
Topics: Tensors
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2022, 144(4): 041008.
Paper No: MANU-21-1321
Published Online: September 27, 2021
...: julius.schoop@uky.edu 08 07 2021 07 08 2021 07 08 2021 27 09 2021 machining sustainable manufacturing energy efficiency aerospace titanium aluminide machining processes sensing monitoring and diagnostics Titanium intermetallic alloys are currently gaining ground...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2022, 144(4): 041004.
Paper No: MANU-20-1523
Published Online: September 23, 2021
...@amazon.com additive manufacturing advanced materials and processing design for manufacturing inspection and quality control modeling and simulation rapid prototyping and solid freeform fabrication sensing monitoring and diagnostics The objective of this study is to develop a tensor...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. April 2022, 144(4): 041007.
Paper No: MANU-21-1333
Published Online: September 23, 2021
... 07 2021 02 08 2021 23 09 2021 laser-engineered net shaping thermal modeling process monitoring melt pool additive manufacturing laser processes modeling and simulation rapid prototyping and solid freeform fabrication sensing monitoring and diagnostics National...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. March 2022, 144(3): 031010.
Paper No: MANU-21-1328
Published Online: August 19, 2021
... , J. , Xie , J. , Zhao , R. , Zhang , L. , and Duan , L. , 2017 , “ Multisensory Fusion Based Virtual Tool Wear Sensing for Ubiquitous Manufacturing ,” Rob. Comput. Integr. Manuf. , 45 , pp. 47 – 58 . 10.1016/j.rcim.2016.05.010 [15] Chen , Y. , Jin , Y...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. February 2022, 144(2): 021009.
Paper No: MANU-21-1309
Published Online: August 5, 2021
...Shenghan Guo; Dali Wang; Jian Chen; Zhili Feng; Weihong “Grace” Guo Resistance spot welding (RSW) is a widely adopted joining technique in automotive industry. Recent advancement in sensing technology makes it possible to collect thermal videos of the weld nugget during RSW using an infrared (IR...
Journal Articles
Article Type: Research Papers
J. Manuf. Sci. Eng. January 2022, 144(1): 011006.
Paper No: MANU-20-1528
Published Online: July 1, 2021
.... , and Hosokawa , A. , 2013 , “ Investigation of Laser Consolidation Process for Metal Powder by Two-Color Pyrometer and High-Speed Video Camera ,” CIRP Ann. , 62 ( 1 ), pp. 223 – 226 . 10.1016/j.cirp.2013.03.032 [15] Hu , D. , and Kovacevic , R. , 2003 , “ Sensing, Modeling and Control...