Optimization of machining parameters using WASPAS and MOORA

2019 ◽  
Vol 17 (2) ◽  
pp. 237-246 ◽  
Author(s):  
Venkateshwar Reddy Pathapalli ◽  
Veerabhadra Reddy Basam ◽  
Suresh Kumar Gudimetta ◽  
Madhava Reddy Koppula
Keyword(s):  
Metal Matrix Composites ◽  
Metal Matrix ◽  
Metal Cutting ◽  
Optimal Parameter ◽  
Cutting Speed ◽  
Depth Of Cut ◽  
Machining Parameters ◽  
Matrix Composites ◽  
Content Type ◽  
Composite Samples

Purpose Nowadays, the applications of metal matrix composites are tremendously increasing in engineering fields. Consequently, the demand for precise machining of composites has also grown enormously. The purpose of this paper is to reduce production cost and simultaneously improve desired product quality through optimal parameter setting using WASPAS and MOORA. Design/methodology/approach Metal matrix composites were fabricated using stir casting process, with aluminum 6063 as matrix and titanium carbide as reinforcement. Fabricated composite samples were machined on medium duty lathe using cemented carbide tool. All the experiments were carried out based on Box–Behnken design. Comparison of multi objective optimization based on ratio analysis and weighted aggregated sum product assessment in optimizing four parameters, namely, “cutting speed,” “feed rate,” “depth of cut” and “reinforcement weight percent of composite samples”; evaluating their influence on material removal rate, cutting force and surface roughness were carried out. Findings The output achieved by both MOORA and WASPAS are in similar MCDM) techniques in the selection of machining parameters. Practical implications The results obtained in the present paper will be helpful for decision makers in manufacturing industries, who work in metal cutting area, to select the suitable levels for the parameters by implementing the MCDM techniques. Originality/value The novelty of this paper is making an attempt to select better MCDM technique based on the comparison of results obtained for the individual technique.

Effect of SiCp Reinforcement on Machinability of A356 Alloy Metal Matrix Composites

2016 ◽  
Vol 852 ◽  
pp. 142-148
Author(s):  
K. Jayakumar
Keyword(s):  
Surface Roughness ◽  
Metal Matrix Composites ◽  
Metal Matrix ◽  
End Milling ◽  
Cutting Speed ◽  
A356 Alloy ◽  
Experimental Result ◽  
Depth Of Cut ◽  
Machining Parameters ◽  
Matrix Composites

Machining of Aluminum Metal Matrix Composites (AMMCs) is a challenge for manufacturing industries due to their heterogeneous constituents which vary from soft matrix to hard reinforcements and their interfaces. To overcome the difficulties in machining of MMCs, researchers are continuously working to find the optimum process or machining parameters. In this work, End milling studies were carried out in A356 alloy powder-SiC particles (1 μm) in 0, 5, 10, 15 volume % reinforced AMMCs synthesised by vacuum hot pressing (VHP) route.The influence of machining parameters such as cutting speed, feed and depth of cut on the prepared composites in terms of surface roughness (Ra) and material removal rate (MRR) are measured from experimental study. Experiments were conducted as per Taguchi L16 orthogonal array with 4 factors and 4 levels.From the experimental result, it was identified that surface roughness varied from 0.214 μm to 4.115 μm and MRR varied from minimum of 1.11 cm3/min to maximum of 9.65 cm3/min. It is also observed that, MRR increased with increase in machining parameters and reinforcement quantity. Similarly, surface roughness decreased for increase of cutting speed, SiC particle (SiCp) reinforcement and increased for increase in feed and depth of cut. The optimum condition were observed in higher speed, lower feed and higher depth of cut on MMC with higher SiC content (15%) for getting higher machinability.

Studies on Mechanical and Machinability Properties of B4Cp Reinforced 6061Aluminum MMC Produced via Melt Stirring

2014 ◽  
Vol 592-594 ◽  
pp. 744-748 ◽  
Author(s):  
Vijaykumar Hiremath ◽  
S.T. Dundur ◽  
Raj L. Bharath ◽  
G.L. Rajesh ◽  
V. Auradi
Keyword(s):  
Boron Carbide ◽  
Metal Matrix Composites ◽  
Metal Matrix ◽  
Cutting Speed ◽  
Depth Of Cut ◽  
Machining Parameters ◽  
Matrix Composites ◽  
Mechanical And Physical Properties ◽  
Aluminum Metal Matrix Composites ◽  
Poly Crystalline Diamond

Aluminum boron carbide metal matrix composites (Al-MMC) have got wide applications in aeronautical and automobile industries due to their excellent mechanical and physical properties. Due to the presence of harder reinforcement particles, machining of these composites is a difficult task. The results of experimental investigation on mechanical and machinability properties of Boron carbide particle (B4Cp) reinforced aluminum metal matrix composites are presented in this paper.The influence of reinforced ratio of 7 wt% of B4Cpon mechanical properties was examined. It was observed that addition of B4Cpreinforcement resulted in improvement in hardness and tensile strengths to the extent of 71% and 38.4% respectively. Fabricated samples were turned on medium duty lathe of 3 kW spidle power with Poly crystalline diamond tool (PCD) of 10 μm particle size at various cutting conditions. The effect of machining parameters, e.g. cutting speed, feed rate and depth of cut on cutting forces and formation of BUE was studied.

On the Optimisation Into Wire Electro-Discharge Machining of Al/Al2O3P Composites

2007 ◽  
Author(s):  
N. G. Patil ◽  
P. K. Brahmankar ◽  
L. G. Navale
Keyword(s):  
Metal Matrix Composites ◽  
Metal Matrix ◽  
Cutting Speed ◽  
Kerf Width ◽  
Feed Speed ◽  
Machining Parameters ◽  
Matrix Composites ◽  
Electro Discharge Machining ◽  
Pulse On Time ◽  
Machining Parameter

Non-traditional process like wire electro-discharge machining (WEDM) is found to show a promise for machining metal matrix composites (MMCs). However, the machining information for the difficult-to-machine particle-reinforced material is inadequate. This paper is focused on experimental investigation to examine the effect of electrical as well as nonelectrical machining parameters on performance in wire electro-discharge machining of metal matrix composites (Al/Al2O3p). Taguchi orthogonal array was used to study the effect of combination of reinforcement, current, pulse on-time, off-time, servo reference voltage, maximum feed speed, wire speed, flushing pressure and wire tension on kerf width and cutting speed. Reinforcement percentage, current, on-time was found to have significant effect on cutting rate and kerf width. The optimum machining parameter combinations were obtained for cutting speed and kerf width separately.

Surface integrity in machining of AZ91/SiC composites

2021 ◽  
pp. 095440622110179
Author(s):  
A Asgari ◽  
M Sedighi
Keyword(s):  
Metal Matrix Composites ◽  
Surface Integrity ◽  
Metal Matrix ◽  
Cutting Speed ◽  
Weight Ratio ◽  
Depth Of Cut ◽  
Matrix Composites ◽  
Machined Surface ◽  
Sic Particles ◽  
Finished Surface

Use of metal matrix composites (MMC) is growing due to their high strength-to-weight ratio, resistance to wear, creep, etc. Machining of metal-matrix composites (MMC) faces many challenges, especially with regard to obtaining a finished surface with high quality. In this research, AZ91/SiC samples with different volume fractions are machined at different cutting conditions with respect to feed rate, cutting speed, and depth of cut. Surface integrity of the machined samples is analyzed by different methods such as tactile profilometer and 3D surface topography to investigate the SiC effects on the finished surface. Additionally, sample surfaces are evaluated by scanning electron microscope (SEM) and with energy-dispersive X-ray (EDS) to assess the surface defects formed around reinforcement materials. Results indicate SiC particles decline the surface quality and uniformity due to the formation of some defects such as micro cracks, holes, and undesired deformations when the cutting process. Also, subsurface SiC particles close to the machined surface are cracked after machining.

Study on Surface Roughness in Minimum Quantity Lubrication Turning of Al-6082/SiC Metal Matrix Composites

2019 ◽  
Vol 895 ◽  
pp. 127-133 ◽  
Author(s):  
C.J. Vishwas ◽  
M. Naik Gajanan ◽  
B. Sachin ◽  
Roy Abhinaba ◽  
N.P. Puneet ◽  
...  
Keyword(s):  
Surface Roughness ◽  
Metal Matrix Composites ◽  
Feed Rate ◽  
Metal Matrix ◽  
Minimum Quantity Lubrication ◽  
Spindle Speed ◽  
Depth Of Cut ◽  
Machining Parameters ◽  
Matrix Composites ◽  
Minimum Quantity

Aluminum-based metal matrix composites (MMCs) have been suggested due to intense interest from automobile, marine, aerospace and other structural applications owing to their balanced mechanical, physical and chemical properties. MMCs are manufactured in order to meet present demand such as low material density, high mechanical strength and higher wear resistance of the component. Generally,MMCs tend to form rougher surface during machining because of the abrasive nature of hard ceramic particles present in them. Stir casting technique was used for fabrication of this composite which ensures better homogeneity.Furthermore, an attempt has been made in this paper to examine the results on the surface roughness of Al-6082/SiC metal matrix composites (containing 0%, 5% and 10% SiC particles).Focus was spent on parametric optimization of these composites in order to achieve cost-effective machining limits. The machining parameter studies have been carried out through the design of experiments (DoE) under minimum quantity lubrication (MQL) condition and effect of machining parameters such as spindle speed, feed rate and depth of cut on surface roughness was investigated to analyze the influence of reinforcement on surface roughness. In addition, analysis of variance was studied to obtain percentage contribution of machining parameters involved. Also, the surface morphology of the machined surface was studied through a scanning electron microscope (SEM). Distribution of SiC in aluminum alloy is fairly uniform with few clusters. Results of the experiments revealed that most significant turning parameter for surface roughness was spindle speed followed by feed rate and depth of cut. Furthermore, an optimal setting parameter for getting lower surface roughness was presented in confirmation table.

The Influence of SiC Particles on Tool Wear in Machining of Al/SiC Metal Matrix Composites Produced by Powder Extrusion

2011 ◽  
Vol 325 ◽  
pp. 393-399 ◽  
Author(s):  
R. Yousefi ◽  
M.A. Kouchakzadeh ◽  
J. Rahiminasab ◽  
M.A. Kadivar
Keyword(s):  
Tool Wear ◽  
Metal Matrix Composites ◽  
Feed Rate ◽  
Metal Matrix ◽  
Cutting Speed ◽  
Test Method ◽  
Engineering Properties ◽  
Depth Of Cut ◽  
Matrix Composites ◽  
Sic Particles

Metal matrix composites (MMCs) have received considerable attention due to their excellent engineering properties. However, poor machinability has been the main deterrent to their substitution for metal parts. The hardness and abrasive nature of reinforcement phase causes rapid tool wear during machining which results in high machining costs. In this study, the effect of SiC particles (5, 15 & 20 percent) on tool wear in turning process is experimentally investigated. Continuous dry turning of Al/SiC particulate metal matrix composite produced by powder metallurgy and utilizing titanium carbide inserts has been achieved as the test method. The influence of machining parameters, e.g. cutting speed, feed rate and depth of cut on tool wear and cutting forces were investigated during the experiments. The results show that tool wear increases with increasing cutting speed, depth of cut and feed rate. The cutting speed and depth of cut are more dominant factors compared to feed rate on the tool wear. In addition, it is concluded that the flank wear increases with the increase of SiC percentage in the MMC.

scholarly journals Machinability study of Al-TiC metal matrix composite

2018 ◽  
Vol 144 ◽  
pp. 03001 ◽  
Author(s):  
P. N. Siddappa ◽  
B. P. Shivakumar ◽  
K. B. Yogesha ◽  
M. Mruthunjaya ◽  
M. B. Hanamantraygouda
Keyword(s):  
Mechanical Properties ◽  
Feed Rate ◽  
Metal Matrix ◽  
Cutting Speed ◽  
Cutting Parameters ◽  
Stir Casting ◽  
Depth Of Cut ◽  
Machining Parameters ◽  
Matrix Composites ◽  
Casting Technique

Aluminum Metal Matrix Composites have emerged as an advanced class of structural materials have a combination of different, superior properties compared to an unreinforced matrix, which can result in a number of service benefits such as increased strength, higher elastic moduli, higher service temperature, low CTE, improved wear resistance, high toughness, etc. The excellent mechanical properties of these materials together with weight saving makes them very attractive for a variety of engineering applications in aerospace, automotive, electronic industries, etc. Hence, these materials provide as alternative substitutes for conventional engineering materials when specific mechanical properties necessary for required applications. In this work an attempt is made to study the machining parameters of Al6061/TiC MMC. The composite is developed by reinforcing TiC particles in varying proportions of 3, 6, 9 and 12 % weight fractions to the Al6061 matric alloy through stir casting technique. Cutting forces were measured by varying cutting speed and feed rate with constant depth of cut for different % weight fractions. The results showed that the cutting force increases with the increase of feed rate and decreases with the increase of cutting speed for all the weight fractions. Cutting parameters were optimized using Taguchi technique.

Optimization of Machining Hybrid Metal Matrix Composites Using Desirability Analysis

2014 ◽  
Vol 875-877 ◽  
pp. 1412-1420 ◽  
Author(s):  
R.R. Jai Preetham ◽  
Joel Morris ◽  
Kaushik Rajasekaran
Keyword(s):  
Tool Wear ◽  
Metal Matrix Composites ◽  
Metal Matrix ◽  
Function Analysis ◽  
Desirability Function ◽  
Cutting Speed ◽  
Machining Parameters ◽  
Matrix Composites ◽  
Hybrid Metal Matrix Composites ◽  
Desirability Function Analysis

This paper presents the detailed discussions on fabrication of Aluminium - silicon carbide (10% by weight of particles) and boron carbide (5% by weight of particles) Hybrid Metal Matrix Composites (Al/SiC/B4C MMC) using stir casting method. SiC and a B4C particle range from 30μm to 50 μm. The cylindrical rods of diameter 60 mm and length 250 mm are fabricated and subsequently machined using medium duty lathe of 2 kW spindle power to study the machinability issues of Hybrid MMC using Poly Crystalline Diamond (PCD) insert of 1600 grade. The optimum machining parameters have been identified by a composite desirability value obtained from desirability function analysis as the performance index, and significant contribution of parameters can then be determined by analysis of variance. Confirmation test is also conducted to validate the test result. Experimental results have shown that machining performance can be improved effectively through this approach. Results show at higher cutting speeds, good surface finish is obtained with faster tool wear. It is concluded that, tool wear and cutting force are directly proportional to the cutting speed, where as surface roughness is inversely proportional to the cutting speed. Percentage of error obtained between experimental value and predicted value is within the limit.

Simulation of High Speed Milling of SiCp/Al Metal Matrix Composites Based on Deform

2013 ◽  
Vol 589-590 ◽  
pp. 100-105
Author(s):  
Ke Ru Jiao ◽  
Shu Tao Huang ◽  
Li Fu Xu ◽  
Li Zhou
Keyword(s):  
Metal Matrix Composites ◽  
Metal Matrix ◽  
High Speed ◽  
Metal Cutting ◽  
Cutting Temperature ◽  
Cutting Speed ◽  
Transient Temperature ◽  
Matrix Composites ◽  
High Speed Milling ◽  
Pcd Tools

By 3D finite element simulation for temperature field and tool wear of SiCp/Al metal matrix composites under the condition of high speed milling, we draw a conclusion that the most significant influence on cutting temperature is cutting speed, less is feed rates, the minimum is cutting depth, which is exactly the same as the influence law of ordinary metal cutting. In the course of high-speed milling SiCp/Al by PCD tools, the higher the cutting speed is, the bigger wearing depth of tools is. When v=300m/min, ap=0.5 mm, f=0.3 mm/r, the transient temperature in the milling would reach to 619°C. Such a high temperature can cause graphitizing wear of the PCD tools. Because of the effectiveness of the simulation’s conclusion, it is vital significance to the reasonable options of cutting parameters and the prolongation of tool life.

scholarly journals Aluminum-Based MMC Machining with Carbide Cutting Tool

2016 ◽  
Vol 686 ◽  
pp. 149-154
Author(s):  
István Szalóki ◽  
Sándor Sipos ◽  
Zsolt János Viharos
Keyword(s):  
Metal Matrix Composites ◽  
Metal Matrix ◽  
Cutting Tool ◽  
Cutting Speed ◽  
Depth Of Cut ◽  
Matrix Composites ◽  
Pressure Infiltration ◽  
Milling Parameters ◽  
Coated Carbide ◽  
Rapid Tool

Cutting of metal matrix composites (MMCs) has been considerably difficult due to the extremely abrasive nature of the reinforcements causing rapid tool wear and high machining cost. In this experimental study, three aluminium-based metal matrix composites (MMCs) were produced using a high pressure infiltration. Machining tests were carried out by face milling on the MMCs using coated carbide (HM) cutting tool at various values of feed rate, width of cut and depth of cut, under a constant cutting speed. The effect of the varied parameters on the surface roughness was investigated. The obtained results indicate that the Rz and Rp parameters are more capable to describe the influence of the milling parameters on the surface quality.

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