Estimation of residual stresses induced by grinding using a fuzzy logic approach

被引:17
|
作者
Ali, YM
Zhang, LC
机构
关键词
grinding; residual stresses; fuzzy logic; membership functions;
D O I
10.1016/S0924-0136(96)02742-2
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper proposes a fuzzy logic approach for the prediction of residual stresses induced by surface grinding. The surface residual stress of a ground component is considered as a function of ten variables including properties of the workpiece material, grinding wheel grinding processes and makes better prediction of residual stresses for a given grinding situation. It is shown that the fuzzy logic method provides a flexible framework for modeling the residual stresses induced by the grinding processes, in spite of the existence of experimental errors.
引用
收藏
页码:875 / 880
页数:6
相关论文
共 50 条
  • [1] Residual stresses and metallurgic transformations induced by grinding
    Youssef S.
    Ben Salem W.
    Brosse A.
    Hamdi H.
    International Journal of Machining and Machinability of Materials, 2011, 9 (3-4) : 223 - 232
  • [2] Grinding-induced residual shear stresses
    Okolo, Brando
    Wanner, Alexander
    RESIDUAL STRESSES VII, 2006, 524-525 : 685 - 690
  • [3] A Normative Approach to Fuzzy Logic Reasoning Using Residual Implications
    Tsukamoto, Yahachiro
    JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2009, 13 (03) : 262 - 267
  • [4] Prediction of grinding residual stresses
    D. Nélias
    V. Boucly
    International Journal of Material Forming, 2008, 1 : 1115 - 1118
  • [5] Prediction of grinding residual stresses
    Nelias, D.
    Boucly, V.
    INTERNATIONAL JOURNAL OF MATERIAL FORMING, 2008, 1 (Suppl 1) : 1115 - 1118
  • [6] Review on grinding-induced residual stresses in metallic materials
    Wenfeng Ding
    Liangchi Zhang
    Zheng Li
    Yejun Zhu
    Honghua Su
    Jiuhua Xu
    The International Journal of Advanced Manufacturing Technology, 2017, 88 : 2939 - 2968
  • [7] Influence of the metallurgical transformation induced by grinding on the residual stresses computation
    Youssef, Sawsen
    Sallem, Haifa
    Brosse, Alexandre
    Hamdi, Hedi
    ADVANCES IN ABRASIVE TECHNOLOGY XV, 2012, 565 : 196 - +
  • [8] Review on grinding-induced residual stresses in metallic materials
    Ding, Wenfeng
    Zhang, Liangchi
    Li, Zheng
    Zhu, Yejun
    Su, Honghua
    Xu, Jiuhua
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2017, 88 (9-12): : 2939 - 2968
  • [9] Intelligent optimization of grinding processes using fuzzy logic
    Vishnupad, P
    Shin, YC
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 1998, 212 (08) : 647 - 660
  • [10] Modeling and analysis of residual stresses of camshaft induced by swing grinding processes
    Bai, Xiaoxiang
    Chen, Jianzhi
    Guan, Xiaoyan
    Peng, Zhicheng
    Li, Guochao
    Zhou, Honggen
    Shi, Xiaona
    Sun, Li
    Fu, Bofeng
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2022, 121 (9-10): : 6375 - 6391