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ARTICLES

Optimization of Dry Machining Parameters for High-Purity Graphite in End-Milling Process by Artificial Neural Networks: A Case Study

Pages 838-845 | Received 05 Nov 2005, Accepted 15 Apr 2006, Published online: 15 Mar 2007

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Umberto Prisco & Antonello Astarita. (2024) Prediction of specific energy consumption during face milling of steel. Materials and Manufacturing Processes 39:5, pages 711-719.
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A.-H. Cai, H. Chen, AN W.-K.W.-X. Liu, Y. Luo, T.-L. Li & M. Chen. (2008) Robust optimisation of chemical composition of as cast chromium white cast iron using a green sand mould. Materials Science and Technology 24:3, pages 302-308.
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Rohit Zende & Raju Pawade. (2024) Optimization of uncertainty in hole diameter measurements using a novel approach of ANN-regression-WASPAS. International Journal on Interactive Design and Manufacturing (IJIDeM).
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Dayong Yang, Qingda Guo, Zhenping Wan, Zhiqing Zhang & Xiaofang Huang. (2021) Surface Roughness Prediction and Optimization in the Orthogonal Cutting of Graphite/Polymer Composites Based on Artificial Neural Network. Processes 9:10, pages 1858.
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Goutam Kumar Bose & Pritam Pain. 2020. Deep Learning and Neural Networks. Deep Learning and Neural Networks 784 813 .
Dayong Yang, Zhenping Wan, Peijie Xu & Longsheng Lu. (2018) Rake Angle Effect on a Machined Surface in Orthogonal Cutting of Graphite/Polymer Composites. Advances in Materials Science and Engineering 2018, pages 1-8.
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Goutam Kumar Bose & Pritam Pain. 2017. Handbook of Research on Soft Computing and Nature-Inspired Algorithms. Handbook of Research on Soft Computing and Nature-Inspired Algorithms 489 519 .
Zhenping Wan, Dayong Yang, Longsheng Lu, Jing Wu & Yong Tang. (2015) Mechanism of material removal during orthogonal cutting of graphite/polymer composites. The International Journal of Advanced Manufacturing Technology 82:9-12, pages 1815-1821.
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L. I. Mamina, T. R. Gil’manshina, V. I. Anikina, V. N. Baranov, S. I. Lytkina, A. K. Abkaryan & S. A. Khudonogov. (2016) Influence of the activation time on parameters of a graphite structure. Russian Journal of Non-Ferrous Metals 57:1, pages 52-56.
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Dinesh Kumar, Arun Kumar Gupta, Pankaj Chandna & Mahesh Pal. (2014) Optimization of neural network parameters using Grey–Taguchi methodology for manufacturing process applications. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science 229:14, pages 2651-2664.
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K. Venkata Rao, B.S.N. Murthy & N. Mohan Rao. (2014) Prediction of cutting tool wear, surface roughness and vibration of work piece in boring of AISI 316 steel with artificial neural network. Measurement 51, pages 63-70.
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Murat Sarıkaya & Abdulkadir Güllü. (2014) Taguchi design and response surface methodology based analysis of machining parameters in CNC turning under MQL. Journal of Cleaner Production 65, pages 604-616.
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D. Fratila. 2014. Comprehensive Materials Processing. Comprehensive Materials Processing 163 175 .
Baifen Liu & Ying Gao. (2013) WITHDRAWN: A robust control strategy for a direct drive valve based on a voice coil motor. Mathematical and Computer Modelling 58:11-12, pages 1844.
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Domnita-Florina Fratila. (2012) Research of Environment-Friendly Techniques Influence on Accuracy of Gear Processing in Context of Sustainable Machining by Near Dry Machining. Acta Mechanica Slovaca 16:1, pages 58-65.
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Guillem Quintana, Thomas Rudolf, Joaquim Ciurana & Christian Brecher. (2011) Using kernel data in machine tools for the indirect evaluation of surface roughness in vertical milling operations. Robotics and Computer-Integrated Manufacturing 27:6, pages 1011-1018.
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Guillem Quintana, Thomas Rudolf, Joaquim Ciurana & Christian Brecher. (2011) Surface roughness prediction through internal kernel information and external accelerometers using artificial neural networks. Journal of Mechanical Science and Technology 25:11, pages 2877-2886.
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Christian Brecher, Guillem Quintana, Thomas Rudolf & Joaquim Ciurana. (2010) Use of NC kernel data for surface roughness monitoring in milling operations. The International Journal of Advanced Manufacturing Technology 53:9-12, pages 953-962.
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Wei-ke An, An-hui Cai, Yun Luo, Hua Chen, Wei-xiang Liu, Tie-lin Li & Min Chen. (2009) Optimization of composition of as-cast chromium white cast iron based on wear-resistant performance. Materials & Design 30:7, pages 2339-2344.
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An-hui Cai, Yong Zhou, Jing-ying Tan, Yun Luo, Tie-lin Li, Min Chen & Wei-ke An. (2008) Optimization of composition of heat-treated chromium white cast iron casting by phosphate graphite mold. Journal of Alloys and Compounds 466:1-2, pages 273-280.
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An-hui Cai, Hua Chen, Jing-ying Tan, Min Chen, Xiao-song Li, Yong Zhou & Wei-ke An. (2008) Optimization of Compositional and Technological Parameters for Phosphate Graphite Sand. Journal of Materials Engineering and Performance 17:4, pages 465-471.
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Jie-Ren Shie & Yung-Kuang Yang. (2008) Optimizations of a photoresist coating process for photolithography in wafer manufacture via a radial basis neural network: A case study. Microelectronic Engineering 85:7, pages 1664-1670.
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Jie-Ren Shie. (2007) Optimization of injection molding process for contour distortions of polypropylene composite components by a radial basis neural network. The International Journal of Advanced Manufacturing Technology 36:11-12, pages 1091-1103.
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Jie‐Ren Shie. (2007) Optimization of injection‐molding process for mechanical properties of polypropylene components via a generalized regression neural network. Polymers for Advanced Technologies 19:1, pages 73-83.
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