ANFIS modeling of delamination during drilling of Medium Density Fiber (MDF) board

被引：5
|
作者：
Prakash, S. [1 ]
Mercy, J. Lilly [1 ]
Teja, Putti Venkata Siva [1 ]
Vijayalakshmi, P. [1 ]
机构：
[1] Sathyabama Univ, Dept Mech & Prod Engn, Madras 600119, Tamil Nadu, India
来源：
12TH GLOBAL CONGRESS ON MANUFACTURING AND MANAGEMENT (GCMM - 2014) | 2014年 / 97卷
关键词：
Medium Density Fiber Board (MDF); Delamination; Adaptive Neuro Fuzzy Interference System (ANFIS); Modeling; Drilling; COMPOSITES;
D O I：
10.1016/j.proeng.2014.12.249
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Medium density fiber board (MDF) is an engineered wood product which possesses medium density than normal wood and is widely applicable in interior and exterior applications in industries. Normally in drilling process the materials reduce their performance due to delamination. The objective of this paper is to estimate delamination effect on MDF board. The modeling was done using ANFIS tool box of MATLAB. The experiment was done by giving the input parameters-speed, feed rate, drill diameter for which the output response taken was delamination. Root mean square error for different membership functions of delamination was obtained and the effect of speed, feed rate and drill diameter was studied. (C) 2014 The Authors. Published by Elsevier Ltd.
引用
收藏
页码：258 / 266
页数：9
相关论文
共 50 条
  • [1] Evaluating the Delamination in the Drilling Process of a Melamine Coated Medium Density Fiberboard (MDF)
    Rakhshkhorshid, Masoud
    Emam, Sayyed Mohammad
    Lakhi, Mohammad
    Ghahremani, Saeed
    JOURNAL OF APPLIED AND COMPUTATIONAL MECHANICS, 2022, 8 (01): : 1 - 10
  • [2] Optimization of drilling characteristics using Grey Relational Analysis (GRA) in Medium Density Fiber Board (MDF)
    Prakash, S.
    Mercy, J. Lilly
    Salugu, Manoj Kumar
    Vineeth, K. S. M.
    MATERIALS TODAY-PROCEEDINGS, 2015, 2 (4-5) : 1541 - 1551
  • [3] An investigative study of delamination in drilling of medium density fibreboard (MDF) using response surface models
    Davim, J. Paulo
    Gaitonde, V. N.
    Karnik, S. R.
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2008, 37 (1-2): : 49 - 57
  • [4] An investigative study of delamination in drilling of medium density fibreboard (MDF) using response surface models
    J. Paulo Davim
    V. N. Gaitonde
    S. R. Karnik
    The International Journal of Advanced Manufacturing Technology, 2008, 37 : 49 - 57
  • [5] Delamination assessment after drilling medium-density fibreboard (MDF) by digital image analysis
    Davim, Joao Paulo
    Rubio, Juan Campos
    Abrao, Alexandre M.
    HOLZFORSCHUNG, 2007, 61 (03) : 294 - 300
  • [6] Drilling investigation of MDF (medium density fibreboard)
    Davim, J. Paulo
    Clemente, V. C.
    Silva, Sergio
    JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2008, 203 (1-3) : 537 - 541
  • [7] Optimization of delamination factor in drilling medium-density fiberboards (MDF) using desirability-based approach
    Prakash, S.
    Palanikumar, K.
    Manoharan, N.
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2009, 45 (3-4): : 370 - 381
  • [8] Optimization of delamination factor in drilling medium-density fiberboards (MDF) using desirability-based approach
    S. Prakash
    K. Palanikumar
    N. Manoharan
    The International Journal of Advanced Manufacturing Technology, 2009, 45 : 370 - 381
  • [9] Delaminating Control on Drilling the Medium Density Fiber Board with Robust Optimization
    Jamaludin, Khairur Rijal
    Adenan, Mohd Shahriman
    Daud, Mohd Yusof Md
    Raman, Norazmein Abd
    JURNAL TEKNOLOGI, 2012, 59
  • [10] Evaluation of delamination in drilling medium density fibreboard
    Davim, J. P.
    Clemente, V.
    Silva, S.
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2007, 221 (04) : 655 - 658
12345