Optimization of drilling parameters on carbon fiber reinforced polymer composites using fuzzy logic

被引：19
|
作者：
Upputuri, Hari Babu [1 ]
Nimmagadda, Vijaya Sai [2 ]
Duraisamy, Elayaraja [1 ]
机构：
[1] QIS Coll Engn & Technol, Dept Mech Engn, Ongole 523272, AP, India
[2] VR Siddhartha Engn Coll, Vijayawada 520007, AP, India
来源：
MATERIALS TODAY-PROCEEDINGS | 2020年 / 23卷
关键词：
Carbon fibre; Composites; Drilling; L-9 orthogonal array; Fuzzy logic; ANOVA; SURFACE-ROUGHNESS;
D O I：
10.1016/j.matpr.2019.05.400
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
The research and market attention towards advanced carbon fiber based composites are very significant in recent days because of their very good mechanical properties and are widely used in applications include automotive, aerospace, and construction industries, etc. The drilling experiments are conducted using Taguchi L-9 orthogonal array in the design of experiments. In the present work fuzzy logic is used in determining the performance characteristics like thrust force, torque and de-lamination factor in drilling of CFRP composite. Good agreement is observed between fuzzy results and the experimental values. The ANOVA analysis is carried out to find out parameter significant during drilling CFRP composite. (C) 2019 Elsevier Ltd. All rights reserved.
引用
收藏
页码：528 / 535
页数：8
相关论文
共 50 条
  • [21] A Review on Drilling of Fiber-Reinforced Polymer Composites
    Kumar, A. Mohan
    Parameshwaran, R.
    Rajasekar, R.
    Moganapriya, C.
    Manivannan, R.
    MECHANICS OF COMPOSITE MATERIALS, 2022, 58 (01) : 97 - 112
  • [22] Optimization of Drilling of Carbon Fiber Reinforced Polymer with the Grey-Based Method
    Ay, M.
    Basmaci, G.
    Yoruk, A. Said
    Etyemez, A.
    ACTA PHYSICA POLONICA A, 2020, 137 (04) : 535 - 538
  • [23] Drilling of aramid and carbon fiber polymer composites
    Won, MS
    Dharan, CKH
    JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, 2002, 124 (04): : 778 - 783
  • [24] Optimization of FDM parameters for enhanced mechanical properties of chopped carbon fiber-reinforced polymer composites
    Moghanlou, Mohammad Rouhi
    Azizian-Farsani, Elaheh
    Mahmoudi, Ali
    Khonsari, Michael M.
    PROGRESS IN ADDITIVE MANUFACTURING, 2025, 10 (04) : 2073 - 2088
  • [25] Optimization of machining parameters for abrasive water jet drilling of carbon fiber-reinforced polymer composite material using Taguchi method
    Karatas, Meltem Altin
    Gokkaya, Hasan
    Nalbant, Muammer
    AIRCRAFT ENGINEERING AND AEROSPACE TECHNOLOGY, 2020, 92 (02): : 128 - 138
  • [26] Multi-performance Optimization of Drilling Carbon Fiber Reinforced Polymer Using Taguchi: Membership Function
    Shunmugesh, K.
    Panneerselvam, K.
    TRANSACTIONS OF THE INDIAN INSTITUTE OF METALS, 2018, 71 (07) : 1615 - 1627
  • [27] Multi-performance Optimization of Drilling Carbon Fiber Reinforced Polymer Using Taguchi: Membership Function
    K. Shunmugesh
    K. Panneerselvam
    Transactions of the Indian Institute of Metals, 2018, 71 : 1615 - 1627
  • [28] Challenges associated with drilling of carbon fiber reinforced polymer (CFRP) composites-A review
    Ze, Goh Kai
    Pramanik, A.
    Basak, A. K.
    Prakash, C.
    Shankar, S.
    Radhika, N.
    COMPOSITES PART C: OPEN ACCESS, 2023, 11
  • [29] Drilling Strategy for Thick Carbon Fiber Reinforced Polymer Composites (CFRP): A Preliminary Assessment
    Sobri, Sharizal Ahmad
    Heinemann, Robert
    Whitehead, David
    Shuaib, Norshah Afizi
    JOURNAL OF ENGINEERING AND TECHNOLOGICAL SCIENCES, 2018, 50 (01): : 21 - 39
  • [30] Application of grey-fuzzy logic for the optimization of drilling parameters for coir fibre reinforced composite
    Mathew S.
    Shunmugesh K.
    Materials Today: Proceedings, 2023, 72 : 2082 - 2088
12345