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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
Online tool wear monitoring by super-resolution based machine vision
期刊论文
COMPUTERS IN INDUSTRY, 2023, 卷号: 144
作者:
Zhu, Kunpeng
;
Guo, Hao
;
Li, Si
;
Lin, Xin
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/12/22
Single image super -resolution
Sparse decomposition
Micro machining
Tool monitoring
Estimation Method of Relative Slip in Fretting Fatigue Contact by Digital Image Correlation
期刊论文
METALS, 2022, 卷号: 12, 期号: 7, 页码: 15
作者:
Su, Yue
;
Rui SS(芮少石)
;
Han, Qi-Nan
;
Shang, Zhi-Hao
;
Niu, Li-Sha
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2022/08/22
fretting fatigue
digital image correlation
relative slip
tangential contact stiffness
Study on Tribological Behavior of Zinc Phosphate Impregnated Graphite Under Oil Lubrication Condition
期刊论文
JOURNAL OF TRIBOLOGY-TRANSACTIONS OF THE ASME, 2022, 卷号: 144, 期号: 4, 页码: 8
作者:
Chen, Jianhang
;
Gao, Siyang
;
Wang, Peng
;
Xue, Weihai
;
Li, Shu
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/07/01
zinc phosphate impregnated graphite
oil lubrication
tribological behavior
lubrication mechanism
wear mechanism
Influence of grooved volute casing parameters on pressure pulsation and erosion wear characteristics in a centrifugal pump
期刊论文
MODERN PHYSICS LETTERS B, 2022, 卷号: 36, 期号: 4
作者:
Shen, Zhengjing
;
Han, Wei
;
Zhong, Yiming
;
Luo, Bo
;
Li, Rennian
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2022/03/01
GVC
pressure pulsation
erosion wear
solid-liquid two-phase flow
centrifugal pump
Multi-parameter joint optimization for double-strip high-speed pantographs to improve pantograph-catenary interaction quality
期刊论文
ACTA MECHANICA SINICA, 2022, 卷号: 38, 期号: 1, 页码: 11
作者:
Wu, Mengzhen
;
Xu, Xianghong
;
Yan, Yongzhao
;
Luo, Yi
;
Huang, Sijun
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2022/07/18
High-speed pantograph
Pantograph-catenary interaction quality
Multi-parameter joint optimization
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
Antagonistic effect of electrochemical corrosion on the mechanical wear of Monel 400 alloy in seawater
期刊论文
Corrosion Science, 2022, 卷号: 198, 期号: 110120, 页码: 1-12
作者:
Zhu Yuhua
;
Liu Hao
;
Wang Jianzhang
;
Yan Fengyuan
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2022/12/09
Monel 400 alloy
Antagonistic effect
Selective corrosion
Sub-surface
Effect of polarization potentials on tribocorrosion behavior of Monel 400 alloy in seawater environment
期刊论文
Tribology International, 2022, 卷号: 168, 期号: 107445, 页码: 1-9
作者:
Zhu Yuhua
;
Liu Hao
;
Zhang Dongyue
;
Wang Jianzhang
;
Yan Fengyuan
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2022/12/09
Corrosive
Wear
Sliding
Delamination
In-situ tool wear area evaluation in micro milling with considering the influence of cutting force
期刊论文
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2021, 卷号: 161
作者:
Li, Si
;
Zhu, Kunpeng
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2021/08/30
Micro milling
Tool wear area
Empirical statistical model
Milling force
Grey relational degree
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