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Physics-Guided Deep Learning Method for Tool Condition Monitoring in Smart Machining System
期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2023
作者:
Li, Shenshen
;
Lin, Xin
;
Shi, Hu
;
Shi, Yungao
;
Zhu, Kunpeng
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
Deep learning
physics-guided data model
tool condition monitoring
Lifting for the integer knapsack cover polyhedron
期刊论文
JOURNAL OF GLOBAL OPTIMIZATION, 2022, 页码: 45
作者:
Chen, Wei-Kun
;
Chen, Liang
;
Dai, Yu-Hong
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/02/07
Integer programming
Cutting plane
Sequential lifting
MIR inequality
Separation algorithm
Effects of cutting parameter on microstructure and corrosion behavior of 304 stainless steel in simulated primary water
期刊论文
JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY, 2022, 卷号: 122, 页码: 219-230
作者:
Yan, Honglin
;
Wang, Jianqiu
;
Zhang, Zhiming
;
Okonkwo, Bright O.
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  |  
浏览/下载:20/0
  |  
提交时间:2022/07/01
S tainless steel
Transmission electron microscopy (TEM)
High temperature corrosion
Cutting parameter
Fracture behaviour of silver nanowire films during shear deformation
期刊论文
NANOTECHNOLOGY, 2022, 卷号: 33
作者:
Wang, Mengjiao
;
Ma, Lijun
;
Shi, Jun
;
Li, Shuxin
;
Ji, Shulin
收藏
  |  
浏览/下载:139/0
  |  
提交时间:2022/12/22
shear force
nano-indentation
fracture behavior
silver nanowire
Study on the milling surface quality of 20% volume fraction SiCp/Al composites
期刊论文
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2022, 页码: 12
作者:
Zhang, Ke
;
Gao, Qi
;
Wang, Quanzhao
;
Chen, Ye
;
Cui, Tianyang
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  |  
浏览/下载:41/0
  |  
提交时间:2022/09/16
SiCp
Al composites
Milling mechanism
Milling simulation
Surface roughness
Orthogonal experiment
Machining defects
Effect of cryogenic nano-cutting on surface integrity of the single crystal gamma-TiAl alloy via atomic simulation
期刊论文
APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING, 2022, 卷号: 128, 期号: 6
作者:
Lei, Chunli
;
Feng, Ruicheng
;
Shao, Zihao
;
Li, Haiyan
;
Cao, Hui
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/06/21
Cryogenic nano-cutting
gamma-TiAl alloy
Surface integrity
Dislocation band
Molecular dynamics
Milling residual stress of macro-forecast based on RBF and micro-analysis based on molecular dynamics
期刊论文
Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2022, 卷号: 28, 期号: 5, 页码: 1385-1392
作者:
Jin, Lan
;
Zhang, Xuefeng
;
Xie, Liming
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  |  
浏览/下载:9/0
  |  
提交时间:2022/06/20
Forecasting
Functions
Milling (machining)
Molecular dynamics
Residual stresses
Surface stress
Turning
Cutting parameters
Function analysis
Micro analysis
Neural network predictions
Performance
Prediction accuracy
Radial basis function neural networks (RBF)
Simulation
Surface residual stress
Workpiece
All Weather Robot Vision
专著
Berlin:Springer Nature Singapore Pte Ltd., 2022
作者:
Tian JD(田建东)
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  |  
浏览/下载:17/0
  |  
提交时间:2022/01/13
Robot vision
Reflectance recovery
Shadow detection
Shadow removal
Highlight removal
Intrinsic images
Rain removal
Snowflake removal
Fog removal
Underwater scattering
Light field
Opto-mechanical Design of Monocrystalline Silicon Mirror for a Reflective Imaging Optical System
期刊论文
Current Optics and Photonics, 2022, 卷号: 6, 期号: 3, 页码: 236-243
作者:
X. F. Liu
;
X. Zhang and F. X. Tian
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2023/06/14
Pyramid LSTM Network for Tool Condition Monitoring
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71
作者:
Guo, Hao
;
Lin, Xin
;
Zhu, Kunpeng
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2022/12/23
Feature extraction
Monitoring
Milling
Computational modeling
Hidden Markov models
Employee welfare
Task analysis
Auto-encoder
network structure
pyramid long short-term memory (LSTM)
tool wear monitoring
visual analysis
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