Parametric optimization of dry turning for improved machining of duplex stainless steel (DSS2205) using response surface methodology (RSM) and design of experiments (DOE)

被引:0
作者
Thakur, Rahul [1 ]
Sahu, Neelesh Kumar [1 ,2 ]
Shukla, Rajendra Kumar [1 ]
机构
[1] Medi Caps Univ, Mech Engn Dept, Indore 453331, Madhya Pradesh, India
[2] Gyan Ganga Inst Technol & Sci, Dept Robot & Artificial Intelligence, Jabalpur, Madhya Pradesh, India
来源
SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES | 2024年 / 50卷 / 01期
关键词
RSM; surface roughness; duplex stainless steel; dry turning; cutting tool wear; material removal rate; MACHINABILITY;
D O I
10.1007/s12046-024-02649-y
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Duplex materials, which have a unique combination of characteristics derived from austenitic and ferritic steel, show excellent hardness and toughness. However, this particular composition also makes machining difficult. This study aims at conducting a detailed parametric investigation on dry turning operations using CNC for duplex stainless steel (DSS 2205). Specifically, it focuses on critical cutting variables like machining velocity, feed rate and depth of cut. Response surface method (RSM) is utilized by the researchers to optimize these variables while taking into account important factors like MRR, wear of tool and roughness of surface. Through a carefully planned series of dry turning experiments involving different cutting parameters on DSS 2205, this work identifies optimum values for specific responses during machining processes. The optimized cutting conditions include a cutting velocity of 100 m/min or spindle speed of 1178 rpm, feed rate of 282.72 mm/min (or 0.24 mm/revolution) and depth of cut (DOC) of 1.5 mm. This optimization approach significantly contributes towards enhancing overall performance by addressing the intrinsic challenges associated with its unique composition that make it difficult to machine effectively.
引用
收藏
页数:14
相关论文
共 24 条
  • [1] An Experimental Study of Surface Roughness Variation in End Milling of Super Duplex 2507 Stainless Steel
    Airao, Jay
    Chaudhary, Bhavesh
    Bajpai, Vivek
    Khanna, Navneet
    [J]. MATERIALS TODAY-PROCEEDINGS, 2018, 5 (02) : 3682 - 3689
  • [2] Comparative Analysis of Different Cutting Milling Strategies Applied in Duplex Stainless Steel
    Amaro, Paulo
    Ferreira, Pedro
    Simoes, Fernando
    [J]. 23RD INTERNATIONAL CONFERENCE ON MATERIAL FORMING, 2020, 47 : 517 - 524
  • [3] Machining characteristics investigations of duplex stainless steel by considering dual effect of chip breaker and cooling conditions
    Ascioglu, Mumin
    Boy, Mehmet
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2022, 236 (14) : 7885 - 7898
  • [4] Machinability evaluation in hard turning of cold work tool steel (D2) with ceramic tools using statistical techniques
    Davim, J. Paulo
    Figueira, Luis
    [J]. MATERIALS & DESIGN, 2007, 28 (04) : 1186 - 1191
  • [5] Damage and dimensional precision on milling carbon fiber-reinforced plastics using design experiments
    Davim, JP
    Reis, P
    [J]. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2005, 160 (02) : 160 - 167
  • [6] Machinability and tool wear mechanism of Duplex stainless steel - A review
    Gowthaman, P. S.
    Jeyakumar, S.
    Saravanan, B. A.
    [J]. MATERIALS TODAY-PROCEEDINGS, 2020, 26 : 1423 - 1429
  • [7] Weldability, machinability and surfacing of commercial duplex stainless steel AISI2205 for marine applications - A recent review
    Jebaraj, A. Vinoth
    Ajaykumar, L.
    Deepak, C. R.
    AdityA, K. V. V.
    [J]. JOURNAL OF ADVANCED RESEARCH, 2017, 8 (03) : 183 - 199
  • [8] Dry cutting effect in turning of a duplex stainless steel as a key factor in clean production
    Krolczyk, G. M.
    Nieslony, P.
    Maruda, R. W.
    Wojciechowski, S.
    [J]. JOURNAL OF CLEANER PRODUCTION, 2017, 142 : 3343 - 3354
  • [9] The additive manufacture processing and machinability of CrMnFeCoNi high entropy alloy
    Litwa, Przemyslaw
    Hernandez-Nava, Everth
    Guan, Dikai
    Goodall, Russell
    Wika, Krystian K.
    [J]. MATERIALS & DESIGN, 2021, 198
  • [10] Comparative study of PVD and CVD cutting tools performance in milling of duplex stainless steel
    Martinho, R. P.
    Silva, F. J. G.
    Martins, C.
    Lopes, H.
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2019, 102 (5-8) : 2423 - 2439