Application of backpropagation neural network for spindle vibration-based tool wear monitoring in micro-milling

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-011-3703-x ◽

2011 ◽

Vol 61 (1-4) ◽

pp. 53-61 ◽

Author(s):

Wan-Hao Hsieh ◽

Ming-Chyuan Lu ◽

Shean-Juinn Chiou

Keyword(s):

Neural Network ◽

Tool Wear ◽

Micro Milling ◽

Tool Wear Monitoring ◽

Backpropagation Neural Network ◽

Wear Monitoring ◽

Spindle Vibration

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Tool wear monitoring using artificial neural network based on extended Kalman filter weight updation with transformed input patterns

Journal of Intelligent Manufacturing ◽

10.1007/s10845-009-0249-y ◽

2009 ◽

Vol 21 (6) ◽

pp. 717-730 ◽

Author(s):

Srinivasan Purushothaman

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Kalman Filter ◽

Tool Wear ◽

Extended Kalman Filter ◽

Tool Wear Monitoring ◽

Wear Monitoring ◽

Artificial Neural

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Micro-milling tool wear monitoring under variable cutting parameters and runout using fast cutting force coefficient identification method

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-020-06272-z ◽

2020 ◽

Vol 111 (11-12) ◽

pp. 3175-3188

Author(s):

Tongshun Liu ◽

Kunpeng Zhu ◽

Gang Wang

Keyword(s):

Tool Wear ◽

Cutting Force ◽

Cutting Parameters ◽

Micro Milling ◽

Tool Wear Monitoring ◽

Force Coefficient ◽

Coefficient Identification ◽

Milling Tool ◽

Cutting Force Coefficient ◽

Wear Monitoring

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A COMPARATIVE STUDY OF FEATURE SELECTION FOR HIDDEN MARKOV MODEL-BASED MICRO-MILLING TOOL WEAR MONITORING

Machining Science and Technology ◽

10.1080/10910340802293769 ◽

2008 ◽

Vol 12 (3) ◽

pp. 348-369 ◽

Author(s):

K. P. Zhu ◽

G. S. Hong ◽

Y. S. Wong

Keyword(s):

Feature Selection ◽

Tool Wear ◽

Comparative Study ◽

Markov Model ◽

Hidden Markov ◽

Micro Milling ◽

Tool Wear Monitoring ◽

Milling Tool ◽

Wear Monitoring ◽

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Application of BP Neural Network Model Based on Improved DNA Genetic Algorithm to Tool Wear Monitoring

Advanced Science Letters ◽

10.1166/asl.2012.2245 ◽

2012 ◽

Vol 6 (1) ◽

pp. 756-759

Author(s):

Nie Shuzhi ◽

Zhong Yanhua

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Tool Wear ◽

Network Model ◽

Neural Network Model ◽

Bp Neural Network ◽

Tool Wear Monitoring ◽

Model Based ◽

Wear Monitoring ◽

Bp Neural Network Model

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Adaptive modelling of the milling process and application of a neural network for tool wear monitoring

The International Journal of Advanced Manufacturing Technology ◽

10.1007/bf01178957 ◽

1996 ◽

Vol 12 (1) ◽

pp. 5-13 ◽

Author(s):

Tae Jo Ko ◽

Dong Woo Cho

Keyword(s):

Neural Network ◽

Tool Wear ◽

Milling Process ◽

Tool Wear Monitoring ◽

Wear Monitoring ◽

Adaptive Modelling

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Application of PSO-based Wavelet Neural Network in Tool Wear Monitoring

2007 IEEE International Conference on Automation and Logistics ◽

10.1109/ical.2007.4339060 ◽

2007 ◽

Author(s):

Hua Huang ◽

Aiping Li ◽

Xiankun Lin

Keyword(s):

Neural Network ◽

Tool Wear ◽

Wavelet Neural Network ◽

Tool Wear Monitoring ◽

Wear Monitoring

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Application of Neural Network in Simple Tool Wear Monitoring and Indentification System in MDF Milling

Drvna industrija ◽

10.5552/drind.2011.1020 ◽

2011 ◽

pp. 43-54 ◽

Author(s):

Marcin Zbieć

Keyword(s):

Neural Network ◽

Tool Wear ◽

Tool Wear Monitoring ◽

Simple Tool ◽

Wear Monitoring

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A TOOL WEAR MONITORING SYSTEM BASED ON IMPROVED BP NEURAL NETWORK

Wavelet Analysis and Active Media Technology ◽

10.1142/9789812701695_0054 ◽

2005 ◽

pp. 363-368

Author(s):

WEN CHEN ◽

SHILONG WANG

Keyword(s):

Neural Network ◽

Tool Wear ◽

Monitoring System ◽

Bp Neural Network ◽

Tool Wear Monitoring ◽

Wear Monitoring

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TOOL WEAR MONITORING OF TURNING OPERATIONS BY NEURAL NETWORK AND EXPERT SYSTEM CLASSIFICATION OF A FEATURE SET GENERATED FROM MULTIPLE SENSORS

Mechanical Systems and Signal Processing ◽

10.1006/mssp.1997.0123 ◽

1998 ◽

Vol 12 (2) ◽

pp. 319-332 ◽

Author(s):

R.G. Silva ◽

R.L. Reuben ◽

K.J. Baker ◽

S.J. Wilcox

Keyword(s):

Neural Network ◽

Expert System ◽

Tool Wear ◽

Tool Wear Monitoring ◽

Turning Operations ◽

Multiple Sensors ◽

Wear Monitoring

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Multi-category micro-milling tool wear monitoring with continuous hidden Markov models

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2008.04.010 ◽

2009 ◽

Vol 23 (2) ◽

pp. 547-560 ◽

Author(s):

Kunpeng Zhu ◽

Yoke San Wong ◽

Geok Soon Hong

Keyword(s):

Tool Wear ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Micro Milling ◽

Tool Wear Monitoring ◽

Milling Tool ◽

Wear Monitoring

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