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Deep Learning in Sheet Metal Bending With a Novel Theory-Guided Deep Neural Network
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 565-581
作者:
Shiming Liu
;
Yifan Xia
;
Zhusheng Shi
;
Hui Yu
;
Zhiqiang Li
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2021/04/09
Data-driven deep learning
deep learning
deep neural network (DNN)
intelligent manufacturing
machine learning
sheet metal forming
springback
theory-guided deep learning
theory-guided regularization
Effect of Anisotropic Yield Functions on the Accuracy of Material Flow and its Experimental Verification
期刊论文
ACTA MECHANICA SOLIDA SINICA, 2019, 卷号: 32, 页码: 50-68
作者:
Tang, Bingtao
;
Lou, Yanshan
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/11/19
Anisotropic yield function
Sheet metal forming
Root-mean-square error
One-step inverse isogeometric analysis for the simulation of sheet metal forming
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2019, 卷号: 349, 页码: 458-476
作者:
Wang, Changsheng
;
Zhang, Xiangkui
;
Shen, Guozhe
;
Wang, Yang
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  |  
浏览/下载:7/0
  |  
提交时间:2019/12/02
Sheet metal forming
One-step inverse approach
Isogeometric analysis
Initial solution estimation
Newton-Raphson iteration
Effect of different coatings on the weldability of Al to steel
会议论文
Tokyo, Japan, July 30, 2018 - August 3, 2018
作者:
Sun, Junhao
;
Li, Zhuguo
;
Huang, Jian
;
Cao, Rui
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  |  
浏览/下载:1/0
  |  
提交时间:2020/11/15
Aluminum alloys
Aluminum compounds
Binary alloys
Brazing
Filler metals
Fillers
Iron alloys
Iron compounds
Metal forming
Metals
Numerical models
Sheet metal
Weldability
Welding
Zinc alloys
Zinc coatings
Brazing joints
Cold metal transfers
Composition analysis
Fe-Al intermetallic compounds
Laser welding-brazing
Steel substrate
Weld appearances
Welding method
On the numerical implementation of a shear modified GTN damage model and its application to small punch test
期刊论文
INTERNATIONAL JOURNAL OF MATERIAL FORMING, 2018, 卷号: 11, 页码: 527-539
作者:
Ying, Liang
;
Wang, Dan-tong
;
Liu, Wen-quan
;
Wu, Yi
;
Hu, Ping
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  |  
浏览/下载:8/0
  |  
提交时间:2019/12/02
GTN damage model
Shear modification
Stress triaxiality
Sheet metal forming
Numerical simulation
Initial solution estimation for one-step inverse isogeometric analysis in sheet metal stamping
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2018, 卷号: 330, 页码: 629-645
作者:
Zhang, Xiangkui
;
Zhu, Xuefeng
;
Wang, Changsheng
;
Liu, Haibo
;
Zhou, Yu
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/02
One-step inverse isogeometric analysis
Initial solution estimation
One-step inverse approach
Sheet metal forming
NURBS
New adaptive meshless method for springback prediction in sheet metal forming
期刊论文
Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2018, 卷号: Vol.24 No.1, 页码: 72-79
作者:
Liu, H.
;
Jiang, K.
;
Cui, J.
;
Zhou, G.
;
Wang, F.
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  |  
浏览/下载:11/0
  |  
提交时间:2019/12/26
Adaptive meshless method
Advanced high strength steel
Sheet metal forming
Springback
Modelling and demonstration of electromagnetically assisted stamping system using an interactive mapping method
期刊论文
International Journal of Mechanical Sciences, 2018
作者:
Li, S
;
Cui, XY
;
Li, GY
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/26
Electromagnetically
assisted
sheet
metal
forming
“Triprism”
element
Shell
element
Coupled
magnetic-mechanical
analysis
Sheet
metal
stamping
Initial solution estimation for one-step inverse isogeometric analysis in sheet metal stamping
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2018, 卷号: 330, 页码: 629-645
作者:
Zhang, Xiangkui
;
Zhu, Xuefeng
;
Wang, Changsheng
;
Liu, Haibo
;
Zhou, Yu
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/30
One-step inverse isogeometric analysis
Initial solution estimation
One-step inverse approach
Sheet metal forming
NURBS
Investigation into bulging-pressing compound forming for sheet metal parts with very small radii
期刊论文
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2018, 卷号: 95, 页码: 445-457
作者:
Wang, Yao
;
Nielsen, Karl Brian
;
Lang, Lihui
;
Endelt, Benny
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/30
Bulging-pressing compound forming
Hydroforming
Sheet metal part
Very small radius
Process parameter optimization
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