Surface roughness prediction in CNC end milling machining using artificial neural networks

被引:0
|
作者
Chang, Ming-Kun [1 ]
Chang, Wen-Jie [1 ]
机构
[1] Department of Mechanical and Computer-Aided Engineering, St. John’s University, No. 499, Sec. 4, TamKing Rd., Tamsui, New Taipei City,25135, Taiwan
来源
关键词
Surface roughness;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:759 / 764
相关论文
共 50 条
  • [21] Surface roughness monitoring application based on artificial neural networks for ball-end milling operations
    Quintana, G.
    Garcia-Romeu, M. L.
    Ciurana, J.
    JOURNAL OF INTELLIGENT MANUFACTURING, 2011, 22 (04) : 607 - 617
  • [22] Artificial-neural-networks-based surface roughness Pokayoke system for end-milling operations
    Huang, Bernie P.
    Chen, Joseph C.
    Li, Ye
    NEUROCOMPUTING, 2008, 71 (4-6) : 544 - 549
  • [23] Surface roughness monitoring application based on artificial neural networks for ball-end milling operations
    G. Quintana
    M. L. Garcia-Romeu
    J. Ciurana
    Journal of Intelligent Manufacturing, 2011, 22 : 607 - 617
  • [24] Surface Roughness Prediction from Combination of Cutting Forces, Turning Vibrations and Machining Conditions using Artificial Neural Networks
    Morala-Argueello, P.
    Barreiro, J.
    Alegre, E.
    Garcia-Ordas, M.
    Garcia-Olalla, Oscar
    Gonzalez-Madruga, D.
    4TH MANUFACTURING ENGINEERING SOCIETY INTERNATIONAL CONFERENCE (MESIC 2011), 2012, 1431 : 510 - 517
  • [25] Prediction of surface roughness in end milling using swarm intelligence
    El-Mounayri, H
    Dugla, Z
    Deng, HY
    PROCEEDINGS OF THE 2003 IEEE SWARM INTELLIGENCE SYMPOSIUM (SIS 03), 2003, : 220 - 227
  • [26] Optimization of cutting conditions for surface roughness in CNC end milling
    Kantheti Venkata Murali Krishnam Raju
    Gink Ranga Janardhana
    Podaralla Nanda Kumar
    Vanapalli Durga Prasada Rao
    International Journal of Precision Engineering and Manufacturing, 2011, 12 : 383 - 391
  • [27] Optimization of cutting conditions for surface roughness in CNC end milling
    Raju, Kantheti Venkata Murali Krishnam
    Janardhana, Gink Ranga
    Kumar, Podaralla Nanda
    Rao, Vanapalli Durga Prasada
    INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, 2011, 12 (03) : 383 - 391
  • [28] Prediction of surface roughness in milling process using vibration signal analysis and artificial neural network
    Wu, T. Y.
    Lei, K. W.
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2019, 102 (1-4): : 305 - 314
  • [29] Prediction of surface roughness in duplex stainless steel face milling using artificial neural network
    Vasconcelos, Guilherme Augusto Vilas Boas
    Francisco, Matheus Brendon
    da Costa, Lucas Ribeiro Alves
    Ribeiro Junior, Ronny Francis
    Melo, Mirian de Lourdes Noronha Motta
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2024, 133 (5-6): : 2031 - 2048
  • [30] An adaptive network-based fuzzy approach for prediction of surface roughness in CNC end milling
    Roy, SS
    JOURNAL OF SCIENTIFIC & INDUSTRIAL RESEARCH, 2006, 65 (04): : 329 - 334