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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
Ultra-fast 3D printing of assembly—free complex optics with sub-nanometer surface quality at mesoscale
期刊论文
International Journal of Extreme Manufacturing, 2023, 卷号: 5, 期号: 3, 页码: 035007
作者:
Shuai Peng
;
Jiawen Xu
;
Dongya Li
;
Jun Ren
;
Meng Zhang
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/12/03
tomographic volumetric printing
meniscus equilibrium post-curing methods
spherical lens sub-nanometric roughness
Numerical Simulation and Experimental Research of Oil-free Scroll Air Compressor Based on CFD
期刊论文
Recent Patents on Mechanical Engineering, 2022, 卷号: 15, 期号: 3, 页码: 328-339
作者:
Jian, Sun
;
Bin, Peng
;
Bingguo, Zhu
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/07/20
Air
Machining
Numerical methods
Numerical models
Scroll compressors
Simulation platform
Temperature
Discharge temperature
Experimental verification
Oil-free
Oil-free scroll compressor
Single scroll
Thermodynamic modelling
Volume flow
Working chambers
Working fluid
Working process
New insights on piezoelectric thermoelastic coupling and transient thermo-electromechanical responses of multi-layered piezoelectric laminated composite structure
期刊论文
European Journal of Mechanics, A/Solids, 2022, 卷号: 91
作者:
Li, Chenlin
;
Tian, Xiaogeng
;
He, Tianhu
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/02/17
Constitutive equations
Elasticity
Heat conduction
Laminated composites
Laminating
Laser ablation
Laser applications
Micromachining
Piezoelectric ceramics
Piezoelectricity
Structure (composition)
Thermoelasticity
Ultrafast lasers
Vibration control
Constitutive relations
Electromechanical response
Extended thermodynamics
Heat transport equation
Piezo-electric structures
Thermo
mechanical couplings
Thermoelastic couplings
Thermoelasticity theory
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
Curvature effect-based modeling and experimentation of the material removal in polishing optical surfaces using a flexible ball-end tool
期刊论文
Optics Express, 2022, 卷号: 30, 期号: 14, 页码: 24611-24638
作者:
C. C. Shi
;
C. J. Wang
;
C. F. Cheung
;
Z. L. Zhang
;
Z. Li
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  |  
浏览/下载:0/0
  |  
提交时间:2023/06/14
Tool wear estimation and life prognostics in milling: Model extension and generalization
期刊论文
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2021, 卷号: 155
作者:
Zhang, Yu
;
Zhu, Kunpeng
;
Duan, Xianyin
;
Li, Si
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  |  
浏览/下载:50/0
  |  
提交时间:2021/04/26
Milling
Tool wear modeling and monitoring
Adjustable coefficients
Generalization
Genetic algorithm
Hybrid model for the analysis of the modal properties of a ball screw vibration system
期刊论文
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2021, 卷号: 35, 期号: 2, 页码: 461-470
作者:
Wu, Qin
;
Gu, Fengshou
;
Ball, Andrew
;
Huang, Hua
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2021/03/12
Ball screws
Frequency response
Lead screws
Particle beams
Vibration control
Bending vibrations
Coupling vibration
Hybrid modeling methods
Remaining component
Torsional vibration
Transverse vibrations
Vibration characteristics
Vibration controller
Meshing Contact Impact Properties of Circular Arc Tooth Trace Cylindrical Gear Based on Rotating Knife Dish Milling Process
期刊论文
Mathematical Problems in Engineering, 2021, 卷号: 2021
作者:
Ma, Dengqiu
;
Liu, Yongping
;
Ye, Zhenhuan
;
Wei, Yongqiao
;
Li, Dawei
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2021/03/02
3D modeling
Milling (machining)
Wheels
Distribution rule
Finite element analysis model
Finite element solution
Gear tooth surface
Gear transmissions
Impact velocities
Research results
Secondary impacts
Parameter Solution of Instantaneous Milling Force Model of Variable Cross-section Scroll Plates Based on Improved PSO Algorithm
期刊论文
Zhongguo Jixie Gongcheng/China Mechanical Engineering, 2020, 卷号: 31, 期号: 24, 页码: 2943-2949
作者:
Liu, Tao
;
Zhang, Lifang
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/02/17
Predictive analytics
Convergence rates
Improved pso algorithms
Machining Process
Milling force models
Milling parameters
Model parameters
Nonlinear problems
Variable cross section
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