Application of grey-based fuzzy logic algorithm in MIG welding-A case study

被引:2
|
作者
Rizvi, Saadat Ali [1 ]
Ali, Wajahat [2 ]
机构
[1] Jamia Millia Islamia, Univ Polytech, Fac Member, New Delhi, India
[2] CCS Univ, Dept Mech Engn, SCRIET, Meerut, UP, India
关键词
Fuzzy logic; Grey relation analysis; Multi-performance characteristic index; (MPCI); And mechanical properties; TAGUCHI METHOD; PARAMETRIC OPTIMIZATION;
D O I
10.1016/j.jestch.2023.101431
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this article, a grey-based fuzzy logic algorithm was proposed as a soft computing method to optimize the metal inert gas (MIG) welding process parameters during the joining of stainless steel (AISI) 304. In welding, welding process parameters play a significant role to evaluate the weld quality i.e. mechanical properties. Input parameters selected for examination referred to as welding current, voltage, wire feed speed and gas flow rate were optimized. The grey-based fuzzy logic algorithm was used to obtain a grey fuzzy reasoning grade (GFRG) and it was observed from result that experiment number seven have the highest value of MPCI. In this experimental work arc voltage play a major role on the determination of MPCI and it was also observed that the grey-based fuzzy method is very helpful for the continuous enhancement of the product quality and on fractrography mode of fracture was ductile observed. (c) 2023 Karabuk University. Publishing services by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页数:10
相关论文
共 50 条
  • [21] Correction factor based double model fuzzy logic control strategy of arc voltage in pulsed MIG welding
    Wu, Kaiyuan
    Huang, Shisheng
    Meng, Yongmin
    China Welding (English Edition), 2005, 14 (01): : 63 - 67
  • [22] A Grey-based risk selection model using fuzzy information of a supply chain
    Park, KyoungJong
    MULTIMEDIA TOOLS AND APPLICATIONS, 2017, 76 (17) : 18083 - 18097
  • [23] Correction factor based double model fuzzy logic control strategy of arc voltage in pulsed MIG welding
    吴开源
    黄石生
    蒙永民
    China Welding, 2005, (01) : 63 - 67
  • [24] Study of Path Planning Algorithm Based on Fuzzy Logic
    Zhang, Dianhua
    Chen, Yimin
    Huang, Chen
    Gao, Mingke
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON LOGISTICS, ENGINEERING, MANAGEMENT AND COMPUTER SCIENCE (LEMCS 2015), 2015, 117 : 122 - 126
  • [25] A Case Study of Grey-based Preference in a Graph Model for Conflict Resolution with Two Decision Makers
    Kuang, Hanbin
    Hipel, Keith W.
    Kilgour, D. Marc
    Bashar, M. Abul
    2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013), 2013, : 2037 - 2041
  • [26] A Grey-Based DEMATEL Approach for Analyzing the Strategies of Universities: A Case of Turkey
    Ozdemir, Ali
    Tuysuz, Fatih
    2015 6TH INTERNATIONAL CONFERENCE ON MODELING, SIMULATION, AND APPLIED OPTIMIZATION (ICMSAO), 2015,
  • [27] Application of grey-based rough decision-making approach to suppliers selection
    Li, Guo-Dong
    Yamaguchi, Daisuke
    Nagai, Masatake
    JOURNAL OF MODELLING IN MANAGEMENT, 2007, 2 (02) : 131 - 142
  • [28] Application of grey fuzzy logic in abrasive jet machining process
    Paul, Lijo
    Babu, Jalumedi
    Jose, Sachin
    Babu, Sebin
    SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, 2022, 47 (01):
  • [29] The use of grey-based Taguchi methods to determine submerged arc welding process parameters in hardfacing
    Tarng, YS
    Juang, SC
    Chang, CH
    JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2002, 128 (1-3) : 1 - 6
  • [30] Application of grey fuzzy logic in abrasive jet machining process
    Lijo Paul
    Jalumedi Babu
    Sachin Jose
    Sebin Babu
    Sādhanā, 2022, 47