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
  • [31] Effect of tool vibrations on surface roughness during lathe dry turning process
    Thomas, M
    Beauchamp, Y
    Youssef, AY
    Masounave, J
    COMPUTERS & INDUSTRIAL ENGINEERING, 1996, 31 (3-4) : 637 - 644
  • [32] Multi-response optimization of CNC turning parameters of austenitic stainless steel 303 using Taguchi-based grey relational analysis
    Bharathi, S. R. Sundara
    Ravindran, D.
    Moshi, A. Arul Marcel
    TRANSACTIONS OF THE CANADIAN SOCIETY FOR MECHANICAL ENGINEERING, 2020, 44 (04) : 592 - 601
  • [33] Optimization of Electrical Discharge Turning Process using Taguchi-Grey Relational Approach
    Gohil, Vikas
    Puri, Y. M.
    19TH CIRP CONFERENCE ON ELECTRO PHYSICAL AND CHEMICAL MACHINING, 2018, 68 : 70 - 75
  • [34] Multi Objective Optimization Using Taguchi Grey Relational Analysis (GRA) for CNC Turning of Poly-ether-ether-ketone (PEEK) Polymer
    Jogi, Bhagwan F.
    Tarekar, Monish
    Dhajekar, Rinul M.
    Pawade, Raju
    POLYMERS & POLYMER COMPOSITES, 2016, 24 (07): : 523 - 527
  • [35] Multi-objective optimisation of CNC turning process using grey based fuzzy logic
    Ahilan, C.
    Kumanan, S.
    Sivakumaran, N.
    International Journal of Machining and Machinability of Materials, 2009, 5 (04) : 434 - 451
  • [36] PARAMETRIC STUDY OF A CNC TURNING PROCESS USING DISCRIMINANT ANALYSIS
    Sarker, Baneswar
    Chakraborty, Shankar
    FACTA UNIVERSITATIS-SERIES MECHANICAL ENGINEERING, 2023, 21 (02) : 201 - 222
  • [37] Optimization of Material Removal Rate During Turning of SAE 1020 Material in CNC Lathe using Taguchi Technique
    Mukherjee, Sayak
    Kamal, Anurag
    Kumar, Kaushik
    12TH GLOBAL CONGRESS ON MANUFACTURING AND MANAGEMENT (GCMM - 2014), 2014, 97 : 29 - 35
  • [38] Comparative Assessment of Cutting Inserts and Optimization during Hard Turning: Taguchi-Based Grey Relational Analysis
    Subbaiah, K. Venkata
    Raju, Ch.
    Suresh, Ch.
    INTERNATIONAL CONFERENCE ON MATERIALS, ALLOYS AND EXPERIMENTAL MECHANICS (ICMAEM-2017), 2017, 225
  • [39] Selection Optimal Drill Rigs by Grey Relational Analysis Method
    FENG YuguoNo Team of Shandong Geological Exploration Bureau MMI Zhichu Road Yantai China
    Journal of Systems Science and Systems Engineering, 1993, (02) : 174 - 178
  • [40] Optimal Parameter Design by Regression Technique and Grey Relational Analysis
    Al-Refaie, A.
    Al-Durgham, L.
    Bata, N.
    WORLD CONGRESS ON ENGINEERING, WCE 2010, VOL III, 2010, : 2091 - 2095
12345