An In-Process Neural Network-Based Surface Roughness Prediction (INN-SRP) System Using a Dynamometer in End Milling Operations

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s001700300039 ◽

2003 ◽

Vol 21 (5) ◽

pp. 339-347 ◽

Author(s):

J.C. Chen ◽

B. Huang

Keyword(s):

Neural Network ◽

Surface Roughness ◽

End Milling ◽

Surface Roughness Prediction ◽

Milling Operations ◽

Roughness Prediction

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Optimum damage and surface roughness prediction in end milling glass fibre-reinforced plastics, using neural network and genetic algorithm

Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture ◽

10.1243/09544054jem1409 ◽

2009 ◽

Vol 223 (6) ◽

pp. 653-664 ◽

Author(s):

M R Razfar ◽

M R Zanjani Zadeh

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Surface Roughness ◽

Glass Fibre ◽

End Milling ◽

Surface Roughness Prediction ◽

Reinforced Plastics ◽

Roughness Prediction ◽

Glass Fibre Reinforced ◽

Glass Fibre Reinforced Plastics

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STATISTICAL ASSISTED FUZZY-NETS BASED IN-PROCESS SURFACE ROUGHNESS PREDICTION (S-FN-IPSRP) SYSTEM IN END MILLING OPERATIONS

Journal of the Chinese Institute of Industrial Engineers ◽

10.1080/10170660309509255 ◽

2003 ◽

Vol 20 (5) ◽

pp. 494-510

Author(s):

Lieh-Dai Yang ◽

Joseph C. Chen

Keyword(s):

Surface Roughness ◽

End Milling ◽

Surface Roughness Prediction ◽

Milling Operations ◽

Roughness Prediction ◽

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Flank wear and surface roughness prediction in hard turning via artificial neural network and multiple regressions

Australian Journal of Mechanical Engineering ◽

10.7158/m13-045.2015.13.1 ◽

2015 ◽

Vol 13 (1) ◽

pp. 31-45 ◽

Author(s):

N. Senthilkumar ◽

T. Tamizharasan

Keyword(s):

Neural Network ◽

Surface Roughness ◽

Artificial Neural Network ◽

Hard Turning ◽

Surface Roughness Prediction ◽

Multiple Regressions ◽

Roughness Prediction ◽

Artificial Neural

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On-Line Surface Roughness Prediction by Using a Probabilistic Approach for End-Milling

IEEE Access ◽

10.1109/access.2019.2944769 ◽

2019 ◽

Vol 7 ◽

pp. 143490-143498

Author(s):

Oguz Kayabasi ◽

Senol Erturk

Keyword(s):

Surface Roughness ◽

End Milling ◽

Probabilistic Approach ◽

Surface Roughness Prediction ◽

Roughness Prediction ◽

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Selection of optimum tool geometry and cutting conditions using a surface roughness prediction model for end milling

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-004-2110-y ◽

2005 ◽

Vol 26 (11-12) ◽

pp. 1202-1210 ◽

Author(s):

N. Suresh Kumar Reddy ◽

P. Venkateswara Rao

Keyword(s):

Surface Roughness ◽

Prediction Model ◽

End Milling ◽

Cutting Conditions ◽

Tool Geometry ◽

Surface Roughness Prediction ◽

Roughness Prediction ◽

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Boosting Projections to improve surface roughness prediction in high-torque milling operations

Soft Computing ◽

10.1007/s00500-012-0846-0 ◽

2012 ◽

Vol 16 (8) ◽

pp. 1427-1437 ◽

Author(s):

José-Francisco Díez-Pastor ◽

Andres Bustillo ◽

Guillem Quintana ◽

César García-Osorio

Keyword(s):

Surface Roughness ◽

Surface Roughness Prediction ◽

Milling Operations ◽

Roughness Prediction ◽

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An improved surface roughness prediction model using Box-Cox transformation with RSM in end milling of EN 353

Journal of Mechanical Science and Technology ◽

10.1007/s12206-014-0837-4 ◽

2014 ◽

Vol 28 (12) ◽

pp. 5149-5157 ◽

Author(s):

Bhuvnesh Bhardwaj ◽

Rajesh Kumar ◽

Pradeep K. Singh

Keyword(s):

Surface Roughness ◽

Prediction Model ◽

End Milling ◽

Surface Roughness Prediction ◽

Roughness Prediction ◽

Box Cox Transformation

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Surface roughness prediction based upon experimental design and neural network models

IEEE International Conference on Systems, Man and Cybernetics ◽

10.1109/icsmc.2002.1176341 ◽

2003 ◽

Author(s):

N. Ben Fredj ◽

R. Amamou ◽

M.A. Rezgui

Keyword(s):

Neural Network ◽

Surface Roughness ◽

Experimental Design ◽

Network Models ◽

Neural Network Models ◽

Surface Roughness Prediction ◽

Roughness Prediction

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Application of Free Pattern Search on the surface roughness prediction in end milling

2012 IEEE Congress on Evolutionary Computation ◽

10.1109/cec.2012.6256605 ◽

2012 ◽

Author(s):

Long Wen ◽

Liang Gao ◽

Xinyu Li ◽

Yang Yang ◽

Guohui Zhang

Keyword(s):

Surface Roughness ◽

End Milling ◽

Pattern Search ◽

Surface Roughness Prediction ◽

Roughness Prediction

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Research on Surface Roughness Prediction of Turning Parts Based on BP Artificial Neural Network

Proceedings of the 2nd International Forum on Management, Education and Information Technology Application (IFMEITA 2017) ◽

10.2991/ifmeita-17.2018.23 ◽

2018 ◽

Author(s):

Ping Wang ◽

Hui Zhang ◽

Peiqing Ye ◽

Tong Zhao ◽

Qi Sun

Keyword(s):

Neural Network ◽

Surface Roughness ◽

Artificial Neural Network ◽

Surface Roughness Prediction ◽

Bp Artificial Neural Network ◽

Roughness Prediction ◽

Artificial Neural

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