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Keywords: finite element analysis (FEA)
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Proceedings Papers

Proc. ASME. MSEC2023, Volume 2: Manufacturing Equipment and Automation; Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T06A013, June 12–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2023-104529
... (LTI) system-based framework, aiming at real-time temperature prediction both spatially and temporally. Training data are generated from finite element analysis (FEA) and processed with convolution neural network (CNN) to form a surrogate model for location-dependent thermal response. LTI is used...
Proceedings Papers

Proc. ASME. MSEC2011, ASME 2011 International Manufacturing Science and Engineering Conference, Volume 1, 295-302, June 13–17, 2011
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2011-50279
... and there is no clear evidence of heat affected zone such as white layer is demonstrated. With the finite element simulations and experiments, the capability of hard milling process to achieve better surface integrity on the machined surface is explored. Hard milling finite element analysis (FEA) surface...