Grey relational analysis for optimal process variables during turning on CNC lathe

被引：1
|
作者：
Gupta, Pankaj [1 ]
Singh, Bhagat [1 ]
Shrivastava, Yogesh [2 ]
机构：
[1] Jaypee Univ Engn & Technol, Guna, Madhya Pradesh, India
[2] Galgotias Coll Engn & Technol, Greater Noida, India
来源：
MATERIALS TODAY-PROCEEDINGS | 2022年 / 51卷
关键词：
Stability analysis; WDLMD; Grey relational analysis; Metal removal rate; CHATTER;
D O I：
10.1016/j.matpr.2021.05.259
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
In the present research, a methodology has been proposed to enhance productivity at minimal chatter during turning operation on CNC lathe. Vibration signals acquired experimentally using a microphone are processed using merged Wavelet Denoising and Local Mean Decomposition (WDLMD) technique to decompose it into a series of product functions (PFs). Among these product functions the most prominent ones revealing chatter information are selected. Finally, Grey relational analysis (GRA) prediction method has been used to ascertain stable range of turning parameters pertaining to higher metal removal rate. (c) 2021 Elsevier Ltd. All rights reserved. Selection and peer-review under responsibility of the scientific committee of the 1st International Conference on Computations in Materials and Applied Engineering - 2021.
引用
收藏
页码：228 / 233
页数：6
相关论文
共 50 条
  • [41] Application of grey relational analysis for the optimization of process parameters in adsorption process
    Manjula, G.
    Revathi, S.
    JOURNAL OF ENVIRONMENTAL BIOLOGY, 2019, 40 (04): : 763 - 768
  • [42] Optimization of process parameters in CNC turning of Titanium alloy with carbide coated tool inserts using grey based Taguchi analysis
    Kuppusamy, Sivasakthivel
    Ramalingam, Dillibabu
    JOURNAL OF ADVANCED MECHANICAL DESIGN SYSTEMS AND MANUFACTURING, 2018, 12 (04):
  • [43] Optimization of process parameters in CNC turning of Titanium alloy with carbide coated tool inserts using grey based Taguchi analysis
    Kuppusamy S.
    Ramalingam D.
    Kuppusamy, Sivasakthivel (sivasakthivelk12@gmail.com), 2018, Japan Society of Mechanical Engineers (12)
  • [44] Extension of Wire-EDM Capability for Turning Titanium Alloy and an Experimental Study for Process Optimization by Grey Relational Analysis
    Owhal, Ayush
    Rao, Nandam Srinivasa
    Gupta, Umashankar
    Mahajan, Murlidhar
    MATERIALS TODAY-PROCEEDINGS, 2020, 24 : 966 - 974
  • [45] Analysis and optimization in hard turning of titanium grade-I using grey relational analysis
    Pandey, B.
    Mahto, S.
    Jha, B. K.
    INTERNATIONAL JOURNAL OF INTERACTIVE DESIGN AND MANUFACTURING - IJIDEM, 2024, 18 (04): : 2041 - 2053
  • [46] Analysis of Tool Life during Turning Operation by Determining Optimal Process Parameters
    Rao, C. J.
    Sreeamulu, D.
    Mathew, Arun Tom
    12TH GLOBAL CONGRESS ON MANUFACTURING AND MANAGEMENT (GCMM - 2014), 2014, 97 : 241 - 250
  • [47] Coaxiality error analysis and optimization of cylindrical parts of CNC turning process
    Rangappa, Ravichandra
    Patel, G. C. Manjunath
    Chate, Ganesh R.
    Lokare, Deepak
    Lakshmikanthan, Avinash
    Giasin, Khaled
    Pimenov, Danil Yu
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2022, 120 (9-10): : 6617 - 6634
  • [48] Evaluation of Process Parameters of ECDM using Grey Relational Analysis
    Paul, Lijo
    Hiremath, Somashekhar S.
    INTERNATIONAL CONFERENCE ON ADVANCES IN MANUFACTURING AND MATERIALS ENGINEERING (ICAMME 2014), 2014, 5 : 2273 - 2282
  • [49] Coaxiality error analysis and optimization of cylindrical parts of CNC turning process
    Ravichandra Rangappa
    G. C. Manjunath Patel
    Ganesh R. Chate
    Deepak Lokare
    Avinash Lakshmikanthan
    Khaled Giasin
    Danil Yu. Pimenov
    The International Journal of Advanced Manufacturing Technology, 2022, 120 : 6617 - 6634
  • [50] Decision tree-based parametric analysis of a CNC turning process
    Dandge, S. S.
    Chakraborty, S.
    SCIENTIA IRANICA, 2021, 28 (06) : 3653 - 3674
12345