Optimum Machining Parameters for Al 7075 Hybrid Metal Matrix Composites Using Multi-objective Optimization Technique and the Modified Taguchi Approach

被引:0
作者
Mugutkar, Harish [1 ,2 ]
Kumar, T. Vijaya [1 ]
Murali, G. [1 ]
Boggarapu, Nageswara Rao [1 ]
机构
[1] Koneru Lakshmaiah Educ Fdn, Dept Mech Engn, Guntur, Andhra Pradesh, India
[2] Anurag Univ, Dept Mech Engn, Hyderabad, Telangana, India
关键词
Depth-of-cut; Feed rate; Material removal rate; % reinforcement; Rice husk ash; Speed; Surface roughness; Turning operation; RICE-HUSK ASH;
D O I
暂无
中图分类号
O63 [高分子化学(高聚物)];
学科分类号
070305 ; 080501 ; 081704 ;
摘要
Lightweight composite materials with improved mechanical properties are widely used in industries. There is a need to obtain optimum machining parameters of such hybrid composites. This paper uses reliable multi-objective optimization technique and modified Taguchi approach to determine optimal machining parameters such as speed ( NS) varying from 1000 rpm to 1500 rpm, feed rate (FR) from 0.10 mm/rev to 0.20 mm/rev, depth-of-cut (D-C) varied from 0.5 mm to 1.5 mm and percentage reinforcement (R%) varied from 2 to 6 to achieve maximum material removal rate (MRR) and minimum surface roughness (SR) of the hybrid composites. The hybrid metal matrix composite (i.e., Al 7075 reinforced with B4C and rice husk ash, RHA) is manufactured using a stir casting technique. A set of optimum machining parameters is found to be N-S = 1500 rpm, F-R = 0.1 mm/rev, D-C = 1.5 mm and R% = 2. Empirical relationship for MRR and SR are developed in terms of the machining parameters. A confirmatory experiment is performed and the optimal solution is validated.
引用
收藏
页码:S269 / S278
页数:10
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共 37 条
[1]   Determination of optimum parameters for multi-performance characteristics in turning by using grey relational analysis [J].
Abhang, L. B. ;
Hameedullah, M. .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2012, 63 (1-4) :13-24
[2]   Utilisation of fuzzy logic and genetic algorithm to seek optimal corrugated die design for CGP of AZ31 magnesium alloy [J].
Anantha, Muni Tanuja ;
Buddi, Tanya ;
Boggarapu, Nageswara Rao .
ADVANCES IN MATERIALS AND PROCESSING TECHNOLOGIES, 2024, 10 (04) :2942-2956
[3]   Multi-objective optimization basing modified Taguchi method to arrive the optimal die design for CGP of AZ31 magnesium alloy [J].
Anantha, Muni Tanuja ;
Buddi, Tanya ;
Boggarapu, Nageswara Rao .
INTERNATIONAL JOURNAL OF INTERACTIVE DESIGN AND MANUFACTURING - IJIDEM, 2024, 18 (09) :6451-6460
[4]   Mechanical, thermal and electrical properties of monolayer and bilayer graded Al/SiC/rice husk ash (RHA) composite [J].
Bahrami, A. ;
Soltani, N. ;
Soltani, S. ;
Pech-Canul, M. I. ;
Gonzalez, L. A. ;
Gutierrez, C. A. ;
Moeller, A. ;
Tapp, J. ;
Gurlo, A. .
JOURNAL OF ALLOYS AND COMPOUNDS, 2017, 699 :308-322
[5]   Effect of rice-husk ash on properties of laminated and functionally graded Al/SiC composites by one-step pressureless infiltration [J].
Bahrami, A. ;
Pech-Canul, M. I. ;
Gutierrez, C. A. ;
Soltani, N. .
JOURNAL OF ALLOYS AND COMPOUNDS, 2015, 644 :256-266
[6]   Particulate metal matrix composites and their fabrication via friction stir processing - a review [J].
Bajakke, Padmakumar A. ;
Malik, Vinayak R. ;
Deshpande, Anand S. .
MATERIALS AND MANUFACTURING PROCESSES, 2019, 34 (08) :833-881
[7]   A review on manufacturing the surface composites by friction stir processing [J].
Bharti, Shalok ;
Ghetiya, Nilesh D. ;
Patel, Kaushik M. .
MATERIALS AND MANUFACTURING PROCESSES, 2021, 36 (02) :135-170
[8]   Optimum Process Parameters for Plywood Manufacturing using Soya Meal Adhesive [J].
Buddi, Tanya ;
Singh, Swadesh Kumar ;
Rao, B. Nageswara .
MATERIALS TODAY-PROCEEDINGS, 2018, 5 (09) :18739-18744
[9]   Multi-objective optimization with modified Taguchi approach to specify optimal robot spray painting process parameters [J].
Danthala, Swetha ;
Rao, Seeram Srinivasa ;
Rao, Boggarapu Nageswara ;
Mannepalli, Kasiprasad .
INTERNATIONAL JOURNAL OF NONLINEAR ANALYSIS AND APPLICATIONS, 2021, 12 (02) :1163-1174
[10]   Simple process for synthesis of layered sodium silicates using rice husk ash as silica source [J].
Deng, Miao ;
Zhang, Guoyong ;
Zeng, Yu ;
Pei, Xiangjun ;
Huang, Runqiu ;
Lin, Jinhui .
JOURNAL OF ALLOYS AND COMPOUNDS, 2016, 683 :412-417