Tool wear monitoring of a retrofitted CNC milling machine using artificial neural networks

Manufacturing Letters ◽

10.1016/j.mfglet.2018.11.001 ◽

2019 ◽

Vol 19 ◽

pp. 1-4 ◽

Author(s):

Daniel Frank Hesser ◽

Bernd Markert

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Tool Wear ◽

Milling Machine ◽

Cnc Milling ◽

Tool Wear Monitoring ◽

Cnc Milling Machine ◽

Wear Monitoring ◽

Artificial Neural

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Vibration-based tool wear monitoring using artificial neural networks fed by spectral centroid indicator and RMS of CEEMDAN modes

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-021-07376-w ◽

2021 ◽

Author(s):

Mourad Nouioua ◽

Mohamed Lamine Bouhalais

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Tool Wear ◽

Tool Wear Monitoring ◽

Spectral Centroid ◽

Wear Monitoring ◽

Artificial Neural

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ON-LINE AND INDIRECT TOOL WEAR MONITORING IN TURNING WITH ARTIFICIAL NEURAL NETWORKS: A REVIEW OF MORE THAN A DECADE OF RESEARCH

Mechanical Systems and Signal Processing ◽

10.1006/mssp.2001.1460 ◽

2002 ◽

Vol 16 (4) ◽

pp. 487-546 ◽

Author(s):

BERNHARD SICK

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Tool Wear ◽

Tool Wear Monitoring ◽

On Line ◽

Wear Monitoring ◽

Artificial Neural

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Tool wear monitoring based on novel evolutionary artificial neural networks

2010 Sixth International Conference on Natural Computation ◽

10.1109/icnc.2010.5583585 ◽

2010 ◽

Author(s):

Hongli Gao ◽

Dengwan Li ◽

Mingheng Xu ◽

Min Zhao ◽

Xiaohui Shi ◽

...

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Tool Wear ◽

Tool Wear Monitoring ◽

Wear Monitoring ◽

Artificial Neural

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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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Tool Wear Monitoring Based on Localized Fuzzy Neural Networks for Turning Operation

2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery ◽

10.1109/fskd.2009.754 ◽

2009 ◽

Author(s):

Hongli Gao ◽

Mingheng Xu ◽

Xiaohui Shi ◽

HaiFeng Huang

Keyword(s):

Neural Networks ◽

Tool Wear ◽

Fuzzy Neural Networks ◽

Tool Wear Monitoring ◽

Turning Operation ◽

Fuzzy Neural ◽

Wear Monitoring

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On-line tool wear monitoring in turning using neural networks

Neural Computing and Applications ◽

10.1007/bf01428126 ◽

1998 ◽

Vol 7 (4) ◽

pp. 356-366 ◽

Author(s):

B. Sick

Keyword(s):

Neural Networks ◽

Tool Wear ◽

Tool Wear Monitoring ◽

On Line ◽

Wear Monitoring

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Online tool wear monitoring in turning using time-delay neural networks

Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181) ◽

10.1109/icassp.1998.674463 ◽

2002 ◽

Author(s):

B. Sick

Keyword(s):

Neural Networks ◽

Tool Wear ◽

Tool Wear Monitoring ◽

Online Tool ◽

Wear Monitoring

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A modular tool wear monitoring system in a metal cutting operation using MLP neural networks and multivariate process parameters

UKACC International Conference on Control (CONTROL '98) ◽

10.1049/cp:19980244 ◽

1998 ◽

Author(s):

D.E. Dimla

Keyword(s):

Neural Networks ◽

Tool Wear ◽

Monitoring System ◽

Process Parameters ◽

Metal Cutting ◽

Tool Wear Monitoring ◽

Multivariate Process ◽

Cutting Operation ◽

Wear Monitoring ◽

Mlp Neural Networks

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Milling Wear Monitoring Study Based on Artificial Neural Networks

2008 Fourth International Conference on Natural Computation ◽

10.1109/icnc.2008.877 ◽

2008 ◽

Author(s):

Chuangwen Xu ◽

Wu Xiaohong ◽

Luo Wencui

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Monitoring Study ◽

Wear Monitoring ◽

Artificial Neural

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Tool wear monitoring in bandsawing using neural networks and Taguchi’s design of experiments

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-010-3133-1 ◽

2011 ◽

Vol 55 (9-12) ◽

pp. 969-982 ◽

Author(s):

Haci Saglam

Keyword(s):

Neural Networks ◽

Tool Wear ◽

Design Of Experiments ◽

Tool Wear Monitoring ◽

Wear Monitoring ◽

Taguchi’S Design Of Experiments

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