Predicting surface roughness of hardened AISI 1040 based on cutting parameters using neural networks and multiple regression

被引：0
|
作者：
机构：
[1] Asiltürk, Ilhan
来源：
Asiltürk, I. (iasilturk@yahoo.com) | 1600年 / Springer London卷 / 63期
关键词：
17;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Journal article (JA)
引用
收藏
页码：1 / 4
相关论文
共 50 条
  • [31] An artificial neural network approach to investigate surface roughness and vibration of workpiece in boring of AISI1040 steels
    Rao, K. Venkata
    Vidhu, K. P.
    Kumar, T. Anup
    Rao, N. Narayana
    Murthy, P. B. G. S. N.
    Balaji, M.
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2016, 83 (5-8): : 919 - 927
  • [32] Surface roughness predictive modeling: neural networks versus regression
    Feng, CX
    Wang, XF
    IIE TRANSACTIONS, 2003, 35 (01) : 11 - 27
  • [33] Investigating the effect of process parameters on surface roughness of AISI M2 steel in EDM using deep learning neural networks
    Abbas, Jabbar k.
    Aghdeab, Shukry H.
    Al-Habaibeh, Amin
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2025, 137 (1-2): : 251 - 262
  • [34] Effects of coating material and cutting parameters on the surface roughness and cutting forces in dry turning of AISI 52100 steel
    Keblouti, Ouahid
    Boulanouar, Lakhdar
    Azizi, Mohamed Walid
    Yallese, Mohamed Athmane
    STRUCTURAL ENGINEERING AND MECHANICS, 2017, 61 (04) : 519 - 526
  • [35] Optimization of Cutting Parameters on Turning Process Based on Surface Roughness using Response Surface Methodology
    Yusuf, Muhammad
    Ariffin, M. K. A.
    Ismail, N.
    Sulaiman, S.
    MATERIALS AND COMPUTATIONAL MECHANICS, PTS 1-3, 2012, 117-119 : 1561 - 1565
  • [36] Influence of HSM cutting parameters on the surface integrity characteristics of hardened AISI H13 steel
    Hioki, Daniel
    Diniz, Anselmo E.
    Sinatora, Amilton
    JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2013, 35 (04) : 537 - 553
  • [37] Influence of HSM cutting parameters on the surface integrity characteristics of hardened AISI H13 steel
    Daniel Hioki
    Anselmo E. Diniz
    Amilton Sinatora
    Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2013, 35 : 537 - 553
  • [38] The effect of cutting parameters for the finest surface roughness during the turning of AISI 1045 with a WC insert
    Kim, Yong-Sun
    Kwon, Won Tae
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2015, 29 (08) : 3437 - 3445
  • [39] The effect of cutting parameters for the finest surface roughness during the turning of AISI 1045 with a WC insert
    Yong-Sun Kim
    Won Tae Kwon
    Journal of Mechanical Science and Technology, 2015, 29 : 3437 - 3445
  • [40] The investigation of the effects of cutting parameters on surface roughness and chip formation in turning of AISI 1050 steel
    Yilmaz, Bahattin
    Gullu, Abdulkadir
    PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI, 2020, 26 (04): : 628 - 633
12345