Online estimation of the heat flux during turning using long short-term memory based encoder-decoder

Heat flux during machining has received extensive attention due to its importance for understanding the cutting mechanism and promising prospects on intelligent manufacturing. Research on heat flux estimation by inverse heat conduction methods faces many challenges, including measurement error ampli...

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Bibliographic Details

Published in:	Case Studies in Thermal Engineering
Main Authors:	Jinghui Han, Long Xu, Kaiwei Cao, Tianxiang Li, Xianhua Tan, Zirong Tang, Tielin Shi, Guanglan Liao
Format:	Article
Language:	English
Published:	Elsevier 2021-08-01
Subjects:	Inverse heat conduction problem Nonlinear heat conduction Encoder-decoder Long short-term memory Turning
Online Access:	http://www.sciencedirect.com/science/article/pii/S2214157X21001659