SURFACE ROUGHNESS PREDICTION USING HYBRID NEURAL NETWORKS

Machining Science and Technology ◽

10.1080/10910340701340141 ◽

2007 ◽

Vol 11 (2) ◽

pp. 271-286 ◽

Author(s):

C. P. Jesuthanam ◽

S. Kumanan ◽

P. Asokan

Keyword(s):

Neural Networks ◽

Surface Roughness ◽

Surface Roughness Prediction ◽

Roughness Prediction ◽

Hybrid Neural Networks

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Surface roughness prediction of particulate composites using artificial neural networks in turning operation

Decision Science Letters ◽

10.5267/j.dsl.2015.3.001 ◽

2015 ◽

pp. 419-424 ◽

Author(s):

Mohammad Ramezani

Keyword(s):

Neural Networks ◽

Surface Roughness ◽

Artificial Neural Networks ◽

Particulate Composites ◽

Turning Operation ◽

Surface Roughness Prediction ◽

Roughness Prediction ◽

Artificial Neural

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Surface roughness prediction in fused deposition modelling by neural networks

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-012-4687-x ◽

2013 ◽

Vol 67 (9-12) ◽

pp. 2727-2742 ◽

Author(s):

A. Boschetto ◽

V. Giordano ◽

F. Veniali

Keyword(s):

Neural Networks ◽

Surface Roughness ◽

Fused Deposition Modelling ◽

Surface Roughness Prediction ◽

Fused Deposition ◽

Roughness Prediction

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On-line Surface Roughness Prediction in Grinding Using Recurrent Neural Networks

Engineering Applications of Neural Networks - Communications in Computer and Information Science ◽

10.1007/978-3-319-23983-5_3 ◽

2015 ◽

pp. 24-34

Author(s):

Ander Arriandiaga ◽

Eva Portillo ◽

Jose A. Sánchez ◽

Itziar Cabanes

Keyword(s):

Neural Networks ◽

Surface Roughness ◽

Recurrent Neural Networks ◽

Surface Roughness Prediction ◽

Roughness Prediction ◽

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Surface Roughness Prediction of 3D Printed Surface Using Artificial Neural Networks

Lecture Notes in Mechanical Engineering - Advances in Interdisciplinary Engineering ◽

10.1007/978-981-15-9956-9_11 ◽

2021 ◽

pp. 109-120

Author(s):

Akshay Tripathi ◽

Rohit Singla

Keyword(s):

Neural Networks ◽

Surface Roughness ◽

Artificial Neural Networks ◽

Surface Roughness Prediction ◽

Roughness Prediction ◽

Artificial Neural

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On the use of back propagation and radial basis function neural networks in surface roughness prediction

Journal of Industrial Engineering International ◽

10.1007/s40092-016-0146-x ◽

2016 ◽

Vol 12 (3) ◽

pp. 389-400 ◽

Author(s):

Angelos P. Markopoulos ◽

Sotirios Georgiopoulos ◽

Dimitrios E. Manolakos

Keyword(s):

Neural Networks ◽

Surface Roughness ◽

Radial Basis Function ◽

Basis Function ◽

Back Propagation ◽

Surface Roughness Prediction ◽

Radial Basis ◽

Roughness Prediction

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Application of Sensitivity Pruning Neural Networks in Surface Roughness Prediction

2009 Second International Conference on Intelligent Computation Technology and Automation ◽

10.1109/icicta.2009.20 ◽

2009 ◽

Author(s):

Wang Wu ◽

Zhang Yuan-min ◽

Wang Hong-ling

Keyword(s):

Neural Networks ◽

Surface Roughness ◽

Surface Roughness Prediction ◽

Roughness Prediction

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Artificial Neural Networks for Surface Roughness Prediction when Face Milling Al 7075-T7351

Journal of Materials Engineering and Performance ◽

10.1007/s11665-009-9452-4 ◽

2009 ◽

Vol 19 (2) ◽

pp. 185-193 ◽

Author(s):

Patricia Muñoz-Escalona ◽

Paul G. Maropoulos

Keyword(s):

Neural Networks ◽

Surface Roughness ◽

Artificial Neural Networks ◽

Face Milling ◽

Surface Roughness Prediction ◽

Al 7075 ◽

Roughness Prediction ◽

Artificial Neural

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Surface roughness prediction from combination of cutting forces, turning vibrations and machining conditions using artificial neural networks

10.1063/1.4707603 ◽

2012 ◽

Author(s):

P. Morala-Argüello ◽

J. Barreiro ◽

E. Alegre ◽

M. García-Ordás ◽

Oscar García-Olalla ◽

...

Keyword(s):

Neural Networks ◽

Surface Roughness ◽

Artificial Neural Networks ◽

Cutting Forces ◽

Surface Roughness Prediction ◽

Machining Conditions ◽

Roughness Prediction ◽

Artificial Neural

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Surface roughness prediction in micromilling using neural networks and Taguchi's design of experiments

2009 IEEE International Conference on Industrial Technology ◽

10.1109/icit.2009.4939525 ◽

2009 ◽

Author(s):

Jinsheng Wang ◽

Yadong Gong ◽

Jiashun Shi ◽

Gabriel Abbay

Keyword(s):

Neural Networks ◽

Surface Roughness ◽

Design Of Experiments ◽

Surface Roughness Prediction ◽

Roughness Prediction ◽

Taguchi’S Design Of Experiments

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Surface Roughness Prediction using Artificial Neural Networks when Drilling Udimet 720

Procedia Engineering ◽

10.1016/j.proeng.2012.09.572 ◽

2012 ◽

Vol 48 ◽

pp. 693-700 ◽

Author(s):

Marek Vrabeľ ◽

Ildiko Mankova ◽

Jozef Beno ◽

Jaroslav Tuharský

Keyword(s):

Neural Networks ◽

Surface Roughness ◽

Artificial Neural Networks ◽

Surface Roughness Prediction ◽

Roughness Prediction ◽

Artificial Neural ◽

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