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Keywords: thermal model
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. May 2025, 147(5): 051002.
Paper No: MANU-24-1577
Published Online: January 17, 2025
.... ( b ) PIML model architecture : This architecture is designed to calibrate parameters of the FD thermal model and postprocess (scale and shift) the temperature field obtained, both using a transfer neural net. The convolutional layers at the end learn to extract the value of the width and depth...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. February 2020, 142(2): 021001.
Paper No: MANU-19-1377
Published Online: December 17, 2019
... is an attempt to provide an improved comprehensive thermal model for the prediction of contact temperatures and for monitoring and control of thermal damage. Based on previous thermal model research, this paper tackles a key element of the thermal model for temperature prediction. It proposes a convective heat...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. October 2009, 131(5): 051007.
Published Online: September 8, 2009
...Xinwei Shen; Shuting Lei This study is motivated by the fact that temperature control is very important for the success of laser assisted milling. A transient three-dimensional thermal model is developed using finite element analysis for laser assisted milling (LAMill) of silicon nitride ceramics...