Optimization of Process Parameters of EDM Process Using Fuzzy Logic and Taguchi Methods for Improving Material Removal Rate and Surface Finish

被引:12
|
作者
Nagaraju, Nakka [1 ]
Venkatesu, Sadu [2 ]
Ujwala, N. G. [1 ]
机构
[1] Annamacharya Inst Technol & Sci Autonomous, Dept Mech Engn, Rajampet 516126, Andhra Prades, India
[2] Sree Vidyanikethan Engn Coll Autonomous, Dept Mech Engn, Tirupati 517102, Andhra Prades, India
关键词
EDM; MRR; Surface Rougness; Fuzzy and Taguchi; DISCHARGE MACHINING PROCESS;
D O I
10.1016/j.matpr.2017.11.413
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The main indent of this work is to optimization of multiple responses of Electric discharge machining (EDM) using Fuzzy method coupled with Taguchi is attempted. The work piece material was AISI 304 Stainless Steel and a cylindrical copper electrode with side impulse flushing was used. The effect of machining parameters, i.e., discharge current, pulse on time, discharge voltage and Inter Electrode Gap (IEG) on the Material Removal Rate (MRR), Tool Wear Rate and Surface Roughness (Ra) in EDM are examined. L9 orthogonal array was used to design the experiment and the effect of the factors on the responses were studied. As the responses are conflicting in nature, factors of a single combination will not be treated as best machining performance for all responses. The multiple responses were converted into a single characteristic index by using Fuzzy logic known as Multi Performance Characteristic Index (MPCI). Finally, MPCIs were optimized by using Taguchi. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:7420 / 7428
页数:9
相关论文
共 50 条
  • [41] The Material Removal Rate of AISI H13 Tool Steel in the Roughing EDM Process with Mixing Powder: Influence Analysis and Optimization of Major Process Parameters
    Van Tao Le
    Tien Long Banh
    Xuan Dinh Ha
    Truong Son Vu
    Thanh Huan Nguyen
    Manh Tung Do
    Thanh Binh Le
    PROCEEDINGS OF THE 3RD ANNUAL INTERNATIONAL CONFERENCE ON MATERIAL, MACHINES AND METHODS FOR SUSTAINABLE DEVELOPMENT, VOL 2, MMMS 2022, 2024, : 37 - 44
  • [42] An experimental study of process parameters on material removal rate in ECDM process
    Bellubbi, Sadashiv
    Naik, Ravindra
    Sathisha, N.
    MATERIALS TODAY-PROCEEDINGS, 2021, 35 : 298 - 302
  • [43] Die casting process optimization using Taguchi methods
    Syrcos, GP
    JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2003, 135 (01) : 68 - 74
  • [44] Optimization of EDM process using grey-fuzzy approach
    Rodic, Dragan
    Gostimirovic, Marin
    Sekulic, Milenko
    Batinic, Branislav
    Lakovic, Nikola
    2020 ZOOMING INNOVATION IN CONSUMER TECHNOLOGIES CONFERENCE (ZINC), 2020, : 307 - 312
  • [45] Optimization of process variables in electric discharge machining (EDM) using Taguchi methodology
    Kumar, Sudhir
    Ghoshal, Sanjoy Kumar
    Arora, Pawan Kumar
    INDIAN JOURNAL OF ENGINEERING AND MATERIALS SCIENCES, 2020, 27 (04) : 819 - 825
  • [46] Experimental and finite element analysis of EDM process and investigation of material removal rate by response surface methodology
    Kalajahi, Mehrdad Hosseini
    Ahmadi, Samrand Rash
    Oliaei, Samad Nadimi Bavil
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2013, 69 (1-4): : 687 - 704
  • [47] Experimental and finite element analysis of EDM process and investigation of material removal rate by response surface methodology
    Mehrdad Hosseini Kalajahi
    Samrand Rash Ahmadi
    Samad Nadimi Bavil Oliaei
    The International Journal of Advanced Manufacturing Technology, 2013, 69 : 687 - 704
  • [48] Measurement and uncertainty analysis of surface roughness and material removal rate in micro turning operation and process parameters optimization
    Kumar, S. P. Leo
    MEASUREMENT, 2019, 140 : 538 - 547
  • [49] Process parameters optimization of AISI M2 steel in EDM using Taguchi based TOPSIS and GRA
    Kumar, Dhiraj
    Mondal, Sharifuddin
    MATERIALS TODAY-PROCEEDINGS, 2020, 26 : 2477 - 2484
  • [50] Optimization of Tool Wear, Surface Roughness and Material Removal Rate in the Milling Process of Al 6061 using Taguchi and Weighted Principal Component Analysis (WPCA)
    Ulfiyah, Laily
    Pramujati, Bambang
    Soepangkat, Bobby O. P.
    ADVANCES IN APPLIED MECHANICS AND MATERIALS, 2014, 493 : 535 - 540