Intelligent tool wear estimation system through artificial neural networks and fuzzy modeling

Artificial Intelligence in Engineering ◽

10.1016/s0954-1810(97)00027-7 ◽

1998 ◽

Vol 12 (3) ◽

pp. 229-242 ◽

Author(s):

R.J. Kuo ◽

P.H. Cohen

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Tool Wear ◽

Fuzzy Modeling ◽

Tool Wear Estimation ◽

Artificial Neural ◽

Estimation System

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Multi-sensor integration for on-line tool wear estimation through artificial neural networks and fuzzy neural network

Engineering Applications of Artificial Intelligence ◽

10.1016/s0952-1976(00)00008-7 ◽

2000 ◽

Vol 13 (3) ◽

pp. 249-261 ◽

Author(s):

R.J. Kuo

Keyword(s):

Neural Network ◽

Neural Networks ◽

Artificial Neural Networks ◽

Tool Wear ◽

Fuzzy Neural Network ◽

Sensor Integration ◽

Fuzzy Neural ◽

Tool Wear Estimation ◽

On Line ◽

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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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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Adaptive fuzzy modeling versus artificial neural networks

Environmental Modelling & Software ◽

10.1016/j.envsoft.2007.06.004 ◽

2008 ◽

Vol 23 (2) ◽

pp. 215-224 ◽

Author(s):

Ralf Wieland ◽

Wilfried Mirschel

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Fuzzy Modeling ◽

Adaptive Fuzzy ◽

Artificial Neural

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Prediction and optimisation of tool wear for end milling operation using artificial neural networks and simulated annealing algorithm

International Journal of Machining and Machinability of Materials ◽

10.1504/ijmmm.2013.055734 ◽

2013 ◽

Vol 14 (2) ◽

pp. 142 ◽

Author(s):

S. Kalidass ◽

P. Palanisamy ◽

V. Muthukumaran

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Simulated Annealing ◽

Tool Wear ◽

Simulated Annealing Algorithm ◽

End Milling ◽

Milling Operation ◽

Annealing Algorithm ◽

Artificial Neural

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Comparing statistical models and artificial neural networks on predicting the tool wear in hard machining D2 AISI steel

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-007-0999-7 ◽

2007 ◽

Vol 37 (7-8) ◽

pp. 641-648 ◽

Author(s):

Ramón Quiza ◽

Luis Figueira ◽

J. Paulo Davim

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Tool Wear ◽

Statistical Models ◽

Hard Machining ◽

Artificial Neural

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Force-torque based on-line tool wear estimation system for CNC milling of Inconel 718 using neural networks

Advances in Engineering Software ◽

10.1016/j.advengsoft.2010.12.002 ◽

2011 ◽

Vol 42 (3) ◽

pp. 76-84 ◽

Author(s):

Bulent Kaya ◽

Cuneyt Oysu ◽

Huseyin M. Ertunc

Keyword(s):

Neural Networks ◽

Tool Wear ◽

Inconel 718 ◽

Cnc Milling ◽

Tool Wear Estimation ◽

On Line ◽

Estimation System

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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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Fuzzy modeling techniques and artificial neural networks to estimate annual energy output of a wind turbine

Renewable Energy ◽

10.1016/j.renene.2010.02.001 ◽

2010 ◽

Vol 35 (9) ◽

pp. 2008-2014 ◽

Author(s):

M. Jafarian ◽

A.M. Ranjbar

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Wind Turbine ◽

Fuzzy Modeling ◽

Energy Output ◽

Modeling Techniques ◽

Artificial Neural

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Monitoring of tool wear using artificial neural networks

Proceedings of 1994 American Control Conference - ACC '94 ◽

10.1109/acc.1994.735022 ◽

2005 ◽

Author(s):

K. Venkatesh ◽

MengChu Zhou ◽

R. Caudill

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Tool Wear ◽

Artificial Neural

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