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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:3/0
  |  
提交时间:2023/11/17
Deep learning
physics-guided data model
tool condition monitoring
Design and Fabrication of Asymmetric Microstructure for Stray Light Suppression in Optical System
期刊论文
Guangxue Xuebao/Acta Optica Sinica, 2023, 卷号: 43, 期号: 11
作者:
J. Shao, Z. Li, Z. Nie, H. Dong, Y. Wang, J. Sun, H. Zhang and F. Zhao
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  |  
浏览/下载:0/0
  |  
提交时间:2024/07/04
Generic Cutting Force Modeling with Comprehensively Considering Tool Edge Radius, Tool Flank Wear and Tool Runout in Micro-End Milling
期刊论文
MICROMACHINES, 2022, 卷号: 13
作者:
Gao, Shuaishuai
;
Duan, Xianyin
;
Zhu, Kunpeng
;
Zhang, Yu
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  |  
浏览/下载:19/0
  |  
提交时间:2022/12/23
cutting force
mechanical modeling
micro-end milling
tool edge radius
tool flank wear
tool runout
Component calibration and configuration planning in assembly automation with a parallel manipulator
期刊论文
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2022, 卷号: 77, 页码: 12
作者:
Xing, Shiyu
;
Wang, Zhe
;
Hou, Jun
;
Fan, Junfeng
;
Jing, Fengshui
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/07/25
Parallel manipulator
Component calibration
Angle-axis space
Configuration planning
Dynamic evolution of keyhole during multi-pulse drilling with a millisecond laser on 304 stainless steel
期刊论文
OPTICS AND LASER TECHNOLOGY, 2022, 卷号: 152, 页码: 12
作者:
Zhang, Yue
;
He, Xiuli
;
Yu, Gang
;
Li, Shaoxia
;
Tian, Chongxi
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  |  
浏览/下载:33/0
  |  
提交时间:2022/07/18
Laser drilling
Keyhole evolution
Driving forces
Flow pattern
Numerical simulation
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
收藏
  |  
浏览/下载:11/0
  |  
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
The prediction model and experimental research of grinding surface roughness based on AE signal
期刊论文
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2022, 页码: 13
作者:
Yin, Guoqiang
;
Wang, Jiahui
;
Guan, Yunyun
;
Wang, Dong
;
Sun, Yao
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/07/01
AE signal
Multi-information fusion model
Grinding process
Surface roughness
Tool-path continuity determination based on machine learning method
期刊论文
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2022, 卷号: 119, 期号: 1-2, 页码: 403-420
作者:
Zhou B(周波)
;
Tian TT(田同同)
;
Zhao JB(赵吉宾)
;
Liu DH( 刘殿海)
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/11/18
Smoothing algorithm
Machine learning
Support vector machine
Continuity
Parametric curve
Numerical simulation of the stability of water fiber-optic in water jet-guided laser machining
期刊论文
Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 2022, 页码: 1-11
作者:
Zhang YN(张旖诺)
;
Qiao HC(乔红超)
;
Zhao JB(赵吉宾)
;
Cao ZH(曹治赫)
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/03/23
finite element analysis
gas-liquid constraints
water fiber-optic
water jet-guided laser
working distance
Research on water jet-guided laser micro-hole machining of 6061 aluminum alloy
期刊论文
International Journal of Advanced Manufacturing Technology, 2022, 卷号: 118, 期号: 1-2, 页码: 1-13
作者:
Zhang YN(张旖诺)
;
Qiao HC(乔红超)
;
Zhao JB(赵吉宾)
;
Cao ZH(曹治赫)
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2021/05/15
Micro-holesmanufacturing
Finite element analysis
Water jet-guided laser
Morphology
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