Multi-Objective Optimization of High Speed Turning Parameters of Hybrid Aluminium Matrix Composite Reinforced with Silicon Carbide and Coconut Shell Ash

被引:0
作者
Arulraj, M. [1 ]
Palani, P. K. [2 ]
Venkatesh, L. [1 ]
机构
[1] Coimbatore Inst Engn & Technol, Dept Mech Engn, Coimbatore 641109, Tamil Nadu, India
[2] Govt Coll Engn, Dept Mech Engn, Bargur 635104, Tamil Nadu, India
来源
JOURNAL OF THE CHINESE SOCIETY OF MECHANICAL ENGINEERS | 2019年 / 40卷 / 02期
关键词
LM24 aluminum alloy; silicon carbide particles; coconut shell ash; Taguchi based grey relational analysis; RESPONSE-SURFACE METHODOLOGY; MULTIRESPONSE OPTIMIZATION; MACHINING PARAMETERS; ROUGHNESS; BEHAVIOR; TAGUCHI; RSM;
D O I
暂无
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
In any machining process, the vital part is determination of optimum values for the process parameters for attaining the highest desired quality at lower machining cost. This paper mainly focuses on machining parameters optimization in turning operation of hybrid aluminum metal matrix (LM24-SiCp-coconut shell ash) composite through Taguchi based grey relational analysis. All composite samples for the study were prepared by optimal squeeze casting parametric condition and the experimental trials were selected based on L9 (3)4 orthogonal array. The main response considered in this study were surface roughness (SR) and material removal rate (MRR) and machining parameters such as cutting speed, feed rate, depth of cut and tool nose radius were chosen. The optimum machining conditions were obtained through Taguchi based grey relational analysis (GRA) and checked through the confirmation experiments. The machining parameters were cutting speed (51.31%) and feed rate (23.45%) most significant factors which affect the output response. The confirmation experiment results at optimal parameter combination show that the SR was reduced from 0.45 to 0.39 mu m and the MRR was improved from 1.73 g/min to 2.12 g/min. The grey relational grade from the measured performance measures based on the confirmation experiment was found to be 0.7887. It was also observe that, surface roughness of the turned surface was decreased in 13.33% and material removal rate was increased in 22.54% with the Taguchi based GRA optimum setting conditions.
引用
收藏
页码:191 / 200
页数:10
相关论文
共 33 条
[21]   A hybrid approach for multi-response optimization of non-conventional machining on AlSiCp MMC [J].
Puhan, Debaprasanna ;
Mahapatra, Siba Sankar ;
Sahu, Jambeswar ;
Das, Layatitdev .
MEASUREMENT, 2013, 46 (09) :3581-3592
[22]   Experimental investigation of machinability characteristics and multi-response optimization of end milling in aluminium composites using RSM based grey relational analysis [J].
Rajeswari, B. ;
Amirthagadeswaran, K. S. .
MEASUREMENT, 2017, 105 :78-86
[23]   Optimization of machining parameters in drilling hybrid aluminium metal matrix composites [J].
Rajmohan, T. ;
Palanikumar, K. ;
Kathirvel, M. .
TRANSACTIONS OF NONFERROUS METALS SOCIETY OF CHINA, 2012, 22 (06) :1286-1297
[24]   Evaluation of mechanical properties of aluminium alloy-alumina-boron carbide metal matrix composites [J].
Ramnath, B. Vijaya ;
Elanchezhian, C. ;
Jaivignesh, M. ;
Rajesh, S. ;
Parswajinan, C. ;
Ghias, A. Siddique Ahmed .
MATERIALS & DESIGN, 2014, 58 :332-338
[25]   Parameters optimization of selected casting processes using teaching-learning-based optimization algorithm [J].
Rao, R. Venkata ;
Kalyankar, V. D. ;
Waghmare, G. .
APPLIED MATHEMATICAL MODELLING, 2014, 38 (23) :5592-5608
[26]  
See YH, 1995, J MATER PROCESS TECH, V55, P370, DOI 10.1016/0924-0136(95)02033-0
[27]   Experimental Study and Squeeze Casting Process Optimization for High Quality AC2A Aluminium Alloy Castings [J].
Senthil, P. ;
Amirthagadeswaran, K. S. .
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2014, 39 (03) :2215-2225
[28]   Optimization of squeeze casting parameters for non symmetrical AC2A aluminium alloy castings through Taguchi method [J].
Senthil, P. ;
Amirthagadeswaran, K. S. .
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2012, 26 (04) :1141-1147
[29]   Parametric optimization of electrochemical machining of Al/15% SiCp composites using NSGA-II [J].
Senthilkumar, C. ;
Ganesan, G. ;
Karthikeyan, R. .
TRANSACTIONS OF NONFERROUS METALS SOCIETY OF CHINA, 2011, 21 (10) :2294-2300
[30]   Some investigations on surface roughness of aluminium metal composite primed by fused deposition modeling-assisted investment casting using reinforced filament [J].
Singh, Sunpreet ;
Singh, Rupinder .
JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2017, 39 (02) :471-479