This document discusses an investigation into the influence of drinking water and graphite powder concentration on the electrical discharge machining (EDM) of Ti-6Al-4V alloy. Experiments were conducted using a die-sinking EDM machine with drinking water and graphite powder added as the dielectric fluid. The effects of EDM process parameters like discharge current, pulse on/off time, and graphite powder concentration on material removal rate, surface roughness, and recast layer thickness were evaluated. The results showed that material removal rate increased with higher discharge current and pulse on time. Surface roughness initially decreased and then increased with higher graphite powder concentration. An analysis of variance and regression models were used to analyze the results and predict optimal
Estimation Of Optimum Dilution In The GMAW Process Using Integrated ANN-SAIJRES Journal
This document presents a study that aimed to optimize process parameters in gas metal arc welding (GMAW) cladding to achieve optimum dilution. Experiments were conducted using a central composite design to develop mathematical models relating welding current, speed, angle, contact tip distance, and pinch to clad bead geometry responses like width, penetration, reinforcement, and dilution percentage. Artificial neural networks and simulated annealing algorithms were then integrated (ANN-SA) to estimate optimal parameters to minimize dilution. The developed models were checked for adequacy and significance. The study aimed to improve corrosion resistance in carbon steel by depositing a corrosion-resistant stainless steel clad layer with minimum dilution.
Optimization of Process Parameters And Dielectric Fluids on Machining En 31 B...IJERA Editor
The electric discharge machining is the one of the most desirable machining process for the materials which are having high hardness and good thermal conductivity. The EDM process surpassed through the technological barriers by overcoming limitations like processing speed, material conductivity, dimensional accuracy, and surface finish and so on. However, environmental impact due to release of toxic emissions aerosols during the process, poor operational safety due to fire hazard, electromagnetic radiation and non-bio degradable waste are the major problems concerned with conventional dielectric fluids (i.e. kerosene, hydro carbon, etc.,). To reduce the problems with conventional die electric fluids waste palm oil blended with kerosene is used. The process is mostly used in situations where intricate, complex shapes need to be machined in very hard materials. The objective of this work is to study the influence of four design factors current (I), voltage (V), pulse on(P on), and pulse off(P off) which are the most relevant parameters to be controlled by the EDM process over machining characteristics such as material removal rate (MRR) characteristics of surface integrity such as average surface roughness (Ra). Multi Objective optimization of process parameters is done by using TOPSIS
This document discusses optimizing process parameters for plasma arc cutting of stainless steel. 30 experiments were conducted varying feed rate, current, voltage, and torch height. Responses like kerf, chamfer, dross, surface roughness, and material removal rate were measured. The experimental data was analyzed using response surface methodology, grey relational analysis, and principal component analysis to develop models relating the responses to the parameters. The results showed that the process parameters significantly affected the grey relational grade and interactions between parameters were also important. This hybrid optimization method provided an effective way to optimize plasma arc cutting for improved cut quality and precision.
IRJET- Investigation of Nickel Aluminium Alloy by Electric Discharge Machine,...IRJET Journal
This document reviews research on electric discharge machining (EDM) of nickel aluminum composites. It discusses how nickel aluminum composites were manufactured using sand casting. It then summarizes the methodology, parameters studied, and experiments conducted to investigate the effects of EDM process parameters like discharge current, pulse on/off time, and voltage gap on material removal rate, tool wear, and surface roughness when machining nickel aluminum composites. The document concludes that adding powder to the dielectric fluid can improve material removal rate and reduce surface roughness compared to conventional EDM without additives.
IRJET- Optimization of Laser Transmission Welding Process Parameters using Si...IRJET Journal
This document summarizes research on optimizing the laser transmission welding process parameters for polypropylene and polypropylene composite materials. Statistical methods like the Taguchi method and ANOVA were used to analyze how laser power, scanning speed, number of passes, and other parameters influence weld strength and width. Both single objective and multi-objective optimization techniques were applied. The optimal parameter ranges were determined to produce high quality welds without defects. SEM analysis examined the weld cross-sections and surfaces. Overall, the study investigated how to optimize the laser transmission welding process for polypropylene composites.
Study on laser hardening parameters of ASTM Grade 3 pure titanium on an angle...Premier Publishers
This research paper includes the laser transformation hardening of commercially pure titanium sheet of 1.6mm thickness is investigated using CW Nd:YAG laser. Commercially pure titanium has prevalent application in various fields of industries including the medical, nuclear, thermal, marine, defense, automobile aerospace and pharmaceutical industries. A FFD with RSM is employed to establish, optimize and to investigate the relationships of three laser transformation hardening process parameters: laser power, scanning speed, and focused position on laser hardened bead profile parameters such as angle of entry of hardened bead profile and power density. RSM is used to develop pseudo-closed-form models from the computational parametric studies. Adequacies of developed models were analyzed by ANOVA. Effects of laser process parameters on an angle of entry of hardened bead profile and power density were also carried out using RSM. The laser power and scanning speed consecutively have a positive and significant effect on angle of entry of hardened bead profile and power density respectively as compared to the focal point position among all laser hardening process parameters. The optimum laser hardening conditions are identified sequentially to minimize an angle of entry of hardened profile, power density. The validation results demonstrate that the developed models are accurate with low percentages of error.
Modeling and optimization of EDM Process Parameters on Machining of Inconel ...ROEVER GROUPS
This document summarizes a research paper that models and optimizes electrical discharge machining (EDM) process parameters for machining Inconel 686. The researchers conducted experiments with four controllable input parameters (spark current, pulse on time, duty cycle, voltage) using a face-centered central composite design. They analyzed the effects of the parameters on material removal rate, tool wear rate, and surface roughness using analysis of variance. Models were developed that showed the parameters significantly affected the output characteristics. The models had high R-squared values and adequate precision above 4, indicating good predictability and design adequacy.
WEDM process parameter optimization for newly developed hybrid Al(SiC + Gr + ...ROEVER GROUPS
This document summarizes an experimental study that optimized wire electrical discharge machining (WEDM) parameters for machining a hybrid Al/(SiC + Gr + Fe2O3) metal matrix composite (MMC). Taguchi methods were used to design the experiment using an L27 orthogonal array to investigate the effects of six machining parameters (peak current, pulse-on time, pulse-off time, wire tension, feed rate, and voltage gap) on surface roughness. The experiments found that pulse-on time, current, and off-time significantly affected surface roughness, and confirmatory tests showed that using the optimized parameter combination improved the surface finish.
Estimation Of Optimum Dilution In The GMAW Process Using Integrated ANN-SAIJRES Journal
This document presents a study that aimed to optimize process parameters in gas metal arc welding (GMAW) cladding to achieve optimum dilution. Experiments were conducted using a central composite design to develop mathematical models relating welding current, speed, angle, contact tip distance, and pinch to clad bead geometry responses like width, penetration, reinforcement, and dilution percentage. Artificial neural networks and simulated annealing algorithms were then integrated (ANN-SA) to estimate optimal parameters to minimize dilution. The developed models were checked for adequacy and significance. The study aimed to improve corrosion resistance in carbon steel by depositing a corrosion-resistant stainless steel clad layer with minimum dilution.
Optimization of Process Parameters And Dielectric Fluids on Machining En 31 B...IJERA Editor
The electric discharge machining is the one of the most desirable machining process for the materials which are having high hardness and good thermal conductivity. The EDM process surpassed through the technological barriers by overcoming limitations like processing speed, material conductivity, dimensional accuracy, and surface finish and so on. However, environmental impact due to release of toxic emissions aerosols during the process, poor operational safety due to fire hazard, electromagnetic radiation and non-bio degradable waste are the major problems concerned with conventional dielectric fluids (i.e. kerosene, hydro carbon, etc.,). To reduce the problems with conventional die electric fluids waste palm oil blended with kerosene is used. The process is mostly used in situations where intricate, complex shapes need to be machined in very hard materials. The objective of this work is to study the influence of four design factors current (I), voltage (V), pulse on(P on), and pulse off(P off) which are the most relevant parameters to be controlled by the EDM process over machining characteristics such as material removal rate (MRR) characteristics of surface integrity such as average surface roughness (Ra). Multi Objective optimization of process parameters is done by using TOPSIS
This document discusses optimizing process parameters for plasma arc cutting of stainless steel. 30 experiments were conducted varying feed rate, current, voltage, and torch height. Responses like kerf, chamfer, dross, surface roughness, and material removal rate were measured. The experimental data was analyzed using response surface methodology, grey relational analysis, and principal component analysis to develop models relating the responses to the parameters. The results showed that the process parameters significantly affected the grey relational grade and interactions between parameters were also important. This hybrid optimization method provided an effective way to optimize plasma arc cutting for improved cut quality and precision.
IRJET- Investigation of Nickel Aluminium Alloy by Electric Discharge Machine,...IRJET Journal
This document reviews research on electric discharge machining (EDM) of nickel aluminum composites. It discusses how nickel aluminum composites were manufactured using sand casting. It then summarizes the methodology, parameters studied, and experiments conducted to investigate the effects of EDM process parameters like discharge current, pulse on/off time, and voltage gap on material removal rate, tool wear, and surface roughness when machining nickel aluminum composites. The document concludes that adding powder to the dielectric fluid can improve material removal rate and reduce surface roughness compared to conventional EDM without additives.
IRJET- Optimization of Laser Transmission Welding Process Parameters using Si...IRJET Journal
This document summarizes research on optimizing the laser transmission welding process parameters for polypropylene and polypropylene composite materials. Statistical methods like the Taguchi method and ANOVA were used to analyze how laser power, scanning speed, number of passes, and other parameters influence weld strength and width. Both single objective and multi-objective optimization techniques were applied. The optimal parameter ranges were determined to produce high quality welds without defects. SEM analysis examined the weld cross-sections and surfaces. Overall, the study investigated how to optimize the laser transmission welding process for polypropylene composites.
Study on laser hardening parameters of ASTM Grade 3 pure titanium on an angle...Premier Publishers
This research paper includes the laser transformation hardening of commercially pure titanium sheet of 1.6mm thickness is investigated using CW Nd:YAG laser. Commercially pure titanium has prevalent application in various fields of industries including the medical, nuclear, thermal, marine, defense, automobile aerospace and pharmaceutical industries. A FFD with RSM is employed to establish, optimize and to investigate the relationships of three laser transformation hardening process parameters: laser power, scanning speed, and focused position on laser hardened bead profile parameters such as angle of entry of hardened bead profile and power density. RSM is used to develop pseudo-closed-form models from the computational parametric studies. Adequacies of developed models were analyzed by ANOVA. Effects of laser process parameters on an angle of entry of hardened bead profile and power density were also carried out using RSM. The laser power and scanning speed consecutively have a positive and significant effect on angle of entry of hardened bead profile and power density respectively as compared to the focal point position among all laser hardening process parameters. The optimum laser hardening conditions are identified sequentially to minimize an angle of entry of hardened profile, power density. The validation results demonstrate that the developed models are accurate with low percentages of error.
Modeling and optimization of EDM Process Parameters on Machining of Inconel ...ROEVER GROUPS
This document summarizes a research paper that models and optimizes electrical discharge machining (EDM) process parameters for machining Inconel 686. The researchers conducted experiments with four controllable input parameters (spark current, pulse on time, duty cycle, voltage) using a face-centered central composite design. They analyzed the effects of the parameters on material removal rate, tool wear rate, and surface roughness using analysis of variance. Models were developed that showed the parameters significantly affected the output characteristics. The models had high R-squared values and adequate precision above 4, indicating good predictability and design adequacy.
WEDM process parameter optimization for newly developed hybrid Al(SiC + Gr + ...ROEVER GROUPS
This document summarizes an experimental study that optimized wire electrical discharge machining (WEDM) parameters for machining a hybrid Al/(SiC + Gr + Fe2O3) metal matrix composite (MMC). Taguchi methods were used to design the experiment using an L27 orthogonal array to investigate the effects of six machining parameters (peak current, pulse-on time, pulse-off time, wire tension, feed rate, and voltage gap) on surface roughness. The experiments found that pulse-on time, current, and off-time significantly affected surface roughness, and confirmatory tests showed that using the optimized parameter combination improved the surface finish.
Experimental evaluation of performance of electrical discharge machining of d...eSAT Journals
Abstract Electrical discharge machining is the most widely used machining process in industries. Its use is particularly intense when very complex shapes on hard materials with a high dimensional accuracy are required. However the technological capability of the process has limited application when there is a requirement of high surface quality and mirror like characteristics. Its operation is characterized by long machining time, high tool wear and uncertainty in the final finish of the surface. However for finish surface, materials are subjected to mechanical polishing after EDM, which is wastage of time and energy. To improve the efficiency and surface finish of the work piece, the abrasive particles of Aluminum oxide (Al2O3 ) are mixed into the dielectric fluid at tool-work interface. In this Abrasive mixed EDM, the Abrasive mixed dielectric fluid facilitate the bridging effect and minimize the insulating strength of the dielectric fluid. As a result it improves the material removal rate and surface roughness. This paper presents the effect of abrasive on the performance of the EDM process. The results of both the processes have been analyzed using Design of experiments to find the significant parameters and to obtain the optimum parameters required for machining. Analyzed results indicate that abrasive particle size and abrasive concentration and pulse current are the most significant parameters that improve the material removal rate in comparison with traditional EDM. A new experimental setup is developed for experimentation. The result shows that the MRR increases with the abrasive mixed EDM. Keywords: Material removal rate, Abrasive mixed EDM, Dielectric fluid, Design of experiment, Abrasive particle size.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
1. The document summarizes a study on the effects of infiltrating stainless steel parts produced by selective laser sintering (SLS) with different materials, including bronze, brass, and bell metal.
2. Hardness, dimensional accuracy, bending strength, and surface roughness of the infiltrated stainless steel parts were evaluated. Bronze infiltration produced parts with the highest hardness while brass infiltration led to the best dimensional stability.
3. The study aims to determine the optimal infiltrant material for SLS stainless steel parts to improve mechanical properties and quality of final products.
Mathematical Modeling and Numerical Simulation of Selective Laser Sintering ...IRJET Journal
This document summarizes a research paper on mathematical modeling and numerical simulation of the selective laser sintering (SLS) process, considering heat transfer. It presents 3D finite element models developed in Abaqus to study heat distribution when applying SLS to polycarbonate powder. The models include optical, thermal, and sintering sub-models. Results show heat flux distributions under steady and transient conditions, with more fluctuation in steady states. The modeling approach matches experimental results well for transient SLS processes.
In manufacturing, many products need to undergo increasing customisation, and a shortening of the manufacturing cycle time. This makes the time needed to produce prototypes one of the most important contributors to product development cycles. Rapid Prototyping (RP) offers the user the ability to optimise part design in order to meet customer requirements with few manufacturing restrictions. One of the most common RP processes is Laser Sintering (LS). A problem with LS is that sometimes the surface of the parts produced displays a texture similar to that of the skin of an orange (the so-called orange peel texture). This problem must be addressed before the technology can gain wider acceptance. The main aim of this research is to develop a methodology of controlling the input material properties that will ensure consistent and good quality of the fabricated parts. From the experiment, it was found that PA12 powder with high melt flow rate, low melting temperature, low glass transition temperature and low degree of crystallization temperature could improve the sintering process to produce a good Laser Sintering (LS) parts with lower shrinkage rate. The powder which has higher melt viscosity and lower melting heat becomes liquid more easily and therefore flows better during the sintering process due to a shorter chain molecular structure. The results of experimental work indicate that the melt viscosity, and part surface finish are correlated.
Comparative Analysis of Tool Tip Temperature using DEFORM2D and AdvantEdgeIRJET Journal
This document compares tool tip temperature predictions using two finite element software packages, DEFORM2D and AdvantEdge, during orthogonal cutting simulations of aluminum alloy 6061. The simulations were run with cutting speed and feed held constant while tool nose radius was varied from 0.04mm to 0.055mm. Both software packages predicted that maximum tool tip temperature occurred with the smallest nose radius of 0.04mm, and minimum temperature occurred near a nose radius of 0.05mm. Specifically, DEFORM2D predicted a 0.6% lower maximum temperature with a 0.055mm nose radius, while AdvantEdge predicted a 3% lower maximum temperature also with a 0.055mm nose radius. Therefore, both software packages
This document discusses assessing cutting fluid as a key parameter in evaluating surface finish for CNC turning operations. It begins with an abstract that outlines exploring tool-workpiece combinations of HCHCr material with cemented carbide and CBN tools. Statistical analysis methods like ANOVA, DOE and regression will be used to identify optimal machining parameters. Experimental validation will then be conducted to evaluate the determined parameters. A literature review covers previous research on optimizing surface roughness in turning. The problem statement identifies that variation in speed, feed, depth of cut and coolant type influence material removal rate and surface roughness. The objectives are to determine optimal values for these parameters to achieve desired surface finish with satisfactory material removal. The methodology will use analytical and physical
Optimization of Laser Welding Parameters: A ReviewIRJET Journal
This document reviews research on optimizing laser welding parameters. It summarizes 10 studies that investigated how varying parameters like laser power, welding speed, focal length, and shielding gas affected weld characteristics for different materials. Most found laser power and welding speed were most significant and that their combination mainly determines weld quality. Optimal parameters depended on the material and goals for responses like weld width, penetration, and strength. The studies used techniques like factorial design of experiments, response surface methodology, and Taguchi methods to optimize parameters and reduce defects for applications like welding steel, titanium alloys, and dissimilar metals.
The document is a dissertation submitted by Gangadharudu Talla to the National Institute of Technology Rourkela in partial fulfillment of the requirements for a Doctor of Philosophy degree in Mechanical Engineering. The dissertation investigates the powder-mixed electric discharge machining (PMEDM) of Inconel 625, a nickel-based super alloy. Numerical modeling is used to predict the temperature distribution, material removal rate, and residual stress during the PMEDM process. Experiments are then conducted to study the effects of powder materials (graphite, aluminum, and silicon) and machining parameters on material removal rate, surface integrity, and other response variables. Results are analyzed to determine the optimal powder material and process parameters
This document summarizes a study that investigated the effect of process parameters on machining EN31 steel using electrical discharge machining (EDM). Experiments were conducted using different tool materials (copper, aluminum, and EN24), supply currents, flushing pressures, and pulse-on times. The experiments analyzed their influence on surface roughness, material removal rate, tool wear rate, and taper. The results of this study can help optimize the EDM process for machining EN31 steel.
International Journal of Engineering Research and Development (IJERD)IJERD Editor
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International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
This document summarizes a research paper that investigates the effect of process parameters on TIG welding of aluminum alloy 65032. The researchers used Response Surface Methodology to determine the optimal welding speed, current, and gas flow rate to maximize tensile strength and elongation. Central composite design was used to conduct experiments. Mathematical models were developed from the results to study the effect of parameters on strength and elongation. Optimization was performed to find the optimum welding conditions. Confirmation tests validated the optimum parameter settings.
This document summarizes a study that used Taguchi experimental design to optimize the chemical machining parameters for cold worked stainless steel 420. The study examined the effects of machining temperature, machining time, and degree of previous cold working on the surface finish. Samples with 0%, 20%, 40%, and 60% cold working were chemically machined at temperatures of 45°C, 50°C, 55°C, and 58°C for times of 2, 4, 6, and 8 minutes. Analysis of variance and regression modeling found that the degree of previous cold working was the most significant parameter affecting surface finish. The optimal conditions were determined to be 60% cold working at 45°C for 2 minutes.
IRJET- Experimental Investigation on Properties of DGEBA based Epoxy ResinIRJET Journal
The document experimentally investigates the properties of epoxy resin modified with silicon dioxide (SiO2) nanoparticles. Tensile tests, fracture toughness tests, thermogravimetric analysis, and differential scanning calorimetry are performed on epoxy resin samples with 0%, 30%, 63%, and 70% SiO2 by weight. The results show that the epoxy resin sample with 63% SiO2 content has the highest tensile strength, fracture toughness, and thermal decomposition temperature. The glass transition temperature is determined through differential scanning calorimetry. The study aims to develop an epoxy resin composite with improved mechanical and thermal properties through SiO2 nanoparticle modification.
The document discusses optimizing process parameters in wire electrical discharge machining (WEDM) of high carbon high chromium steel using Taguchi's method and utility concept. It aims to maximize material removal rate and minimize surface roughness and kerf width. An L25 orthogonal array was used to design the experiment with six process parameters each at five levels. Experiments were conducted and response variables of material removal rate, surface roughness and kerf width were measured. Signal to noise ratios were calculated for each response using Taguchi's equations. A multi-response optimization was performed using a weighted utility function to determine the optimal process parameter settings that satisfy all response objectives.
Parametric Optimization on MIG Welded EN8 Material Joints by using Taguchi Me...ijsrd.com
Welding is a manufacturing process, which is carried out for joining of metals. By MIG Welding it is possible to weld in all positions. Optimization of the parameter will be carried out by Taguchi method. We will use EN-8 material which is more use in Automobile parts. EN8 plate with dimensions 250mm x 125mm x 6mm with V- Groove 650.Where the input parameters are welding current, Wire feed and gas flow rate and output parameters are tensile strength and Hardness.
Modeling of Morphology and Deflection Analysis of Copper AlloysIRJET Journal
This document discusses modeling the morphology and deflection analysis of copper alloys during thin wall machining. It presents an experimental investigation to determine optimal cutting conditions for machining thin walls of copper plates. The experiments used Taguchi methods to analyze the impact of cutting speed, feed rate, and depth of cut on surface roughness and part deflection. Analysis of variance (ANOVA) was then used to determine the correlation between these output responses and the cutting parameters, identifying the optimum conditions for thin wall machining of copper. The results showed that with appropriate process parameters, it is possible to end mill thin walls in copper as thin as 0.5mm with an aspect ratio of 48 and achieve a good surface finish and minimal deflection.
Effect of Powder Mixed Dielectric Fluid on MRR And SR During Electrical Disch...IJERDJOURNAL
ABSTRACT: This paper mainly focussed to investigate the machining characteristics of RENE 80 Nickel Alloy during powder mixed electrical discharge machining. The experiments were conducted considering electrical parameters (pulse on time, peak current and pulse off time) at optimal combination to get maximum material removal rate by varying powders like aluminium, graphite and combination of aluminium and graphite powders and their concentrations. The experimental results reveal that improvement in material removal rate with addition of powders into dielectric fluid. The maximum material removal rate (75.08 mm3 /min) was noticed with graphite powder substances at 9 g/l. Minimum surface roughness (4.44µm) was noticed at the combination of aluminium and graphite powders (1:1 ratio) substance of 4.5 g/l. However considering simultaneously better values of all two responses namely material removal rate (71.90 mm3 /min) and surface roughness (4.44µm) are obtained with the combination of aluminium and graphite powders (1:1 ratio) of 4.5 g/l.
Modeling and Analysis of process parameters on Surface Roughness in EDM of AI...Mohan Kumar Pradhan
Response Surface Methodology (RSM)
is used to investigate the effect of four controllable input variables
namely: discharge current, pulse duration, pulse off time and applied
voltage Surface Roughness (SR) of on Electrical Discharge Machined
surface. To study the proposed second-order polynomial model for
SR, a Central Composite Design (CCD) is used to estimation the
model coefficients of the four input factors, which are alleged to
influence the SR in Electrical Discharge Machining (EDM) process.
Experiments were conducted on AISI D2 tool steel with copper
electrode. The response is modeled using RSM on experimental
data. The significant coefficients are obtained by performing Analysis
of Variance (ANOVA) at 5% level of significance. It is found that
discharge current, pulse duration, and pulse off time and few of their
interactions have significant effect on the SR. The model sufficiency
is very satisfactory as the Coefficient of Determination (R2) is found
to be 91.7% and adjusted R2-statistic (R2
adj) 89.6%.
Optimization of Process Parameters of Powder Mixed Wire-cut Electric Discharg...IRJET Journal
This document summarizes an experiment conducted to optimize the process parameters of powder mixed wire-cut electric discharge machining (PMWEDM) on NIMONIC 90 alloy. The experiment uses a Taguchi L27 orthogonal array to investigate the effects of pulse on time, pulse off time, servo voltage, wire feed rate, and powder concentration on responses like kerf width, material removal rate, and surface roughness. Grey relational analysis is also used for multi-objective optimization. The results show that using the optimized parameters from Taguchi and grey relational analysis can reduce kerf width by 3.27% and surface roughness by 21.85%, while increasing material removal rate.
Effects of Process Parameters on MRR, EWR and Ra in Nanoparticles Mixed EDM -...CrimsonPublishersRDMS
Effects of Process Parameters on MRR, EWR and Ra in Nanoparticles Mixed EDM by R Boopathi* in Crimson Publishers: Peer Reviewed Material Science Journals
Experimental evaluation of performance of electrical discharge machining of d...eSAT Journals
Abstract Electrical discharge machining is the most widely used machining process in industries. Its use is particularly intense when very complex shapes on hard materials with a high dimensional accuracy are required. However the technological capability of the process has limited application when there is a requirement of high surface quality and mirror like characteristics. Its operation is characterized by long machining time, high tool wear and uncertainty in the final finish of the surface. However for finish surface, materials are subjected to mechanical polishing after EDM, which is wastage of time and energy. To improve the efficiency and surface finish of the work piece, the abrasive particles of Aluminum oxide (Al2O3 ) are mixed into the dielectric fluid at tool-work interface. In this Abrasive mixed EDM, the Abrasive mixed dielectric fluid facilitate the bridging effect and minimize the insulating strength of the dielectric fluid. As a result it improves the material removal rate and surface roughness. This paper presents the effect of abrasive on the performance of the EDM process. The results of both the processes have been analyzed using Design of experiments to find the significant parameters and to obtain the optimum parameters required for machining. Analyzed results indicate that abrasive particle size and abrasive concentration and pulse current are the most significant parameters that improve the material removal rate in comparison with traditional EDM. A new experimental setup is developed for experimentation. The result shows that the MRR increases with the abrasive mixed EDM. Keywords: Material removal rate, Abrasive mixed EDM, Dielectric fluid, Design of experiment, Abrasive particle size.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
1. The document summarizes a study on the effects of infiltrating stainless steel parts produced by selective laser sintering (SLS) with different materials, including bronze, brass, and bell metal.
2. Hardness, dimensional accuracy, bending strength, and surface roughness of the infiltrated stainless steel parts were evaluated. Bronze infiltration produced parts with the highest hardness while brass infiltration led to the best dimensional stability.
3. The study aims to determine the optimal infiltrant material for SLS stainless steel parts to improve mechanical properties and quality of final products.
Mathematical Modeling and Numerical Simulation of Selective Laser Sintering ...IRJET Journal
This document summarizes a research paper on mathematical modeling and numerical simulation of the selective laser sintering (SLS) process, considering heat transfer. It presents 3D finite element models developed in Abaqus to study heat distribution when applying SLS to polycarbonate powder. The models include optical, thermal, and sintering sub-models. Results show heat flux distributions under steady and transient conditions, with more fluctuation in steady states. The modeling approach matches experimental results well for transient SLS processes.
In manufacturing, many products need to undergo increasing customisation, and a shortening of the manufacturing cycle time. This makes the time needed to produce prototypes one of the most important contributors to product development cycles. Rapid Prototyping (RP) offers the user the ability to optimise part design in order to meet customer requirements with few manufacturing restrictions. One of the most common RP processes is Laser Sintering (LS). A problem with LS is that sometimes the surface of the parts produced displays a texture similar to that of the skin of an orange (the so-called orange peel texture). This problem must be addressed before the technology can gain wider acceptance. The main aim of this research is to develop a methodology of controlling the input material properties that will ensure consistent and good quality of the fabricated parts. From the experiment, it was found that PA12 powder with high melt flow rate, low melting temperature, low glass transition temperature and low degree of crystallization temperature could improve the sintering process to produce a good Laser Sintering (LS) parts with lower shrinkage rate. The powder which has higher melt viscosity and lower melting heat becomes liquid more easily and therefore flows better during the sintering process due to a shorter chain molecular structure. The results of experimental work indicate that the melt viscosity, and part surface finish are correlated.
Comparative Analysis of Tool Tip Temperature using DEFORM2D and AdvantEdgeIRJET Journal
This document compares tool tip temperature predictions using two finite element software packages, DEFORM2D and AdvantEdge, during orthogonal cutting simulations of aluminum alloy 6061. The simulations were run with cutting speed and feed held constant while tool nose radius was varied from 0.04mm to 0.055mm. Both software packages predicted that maximum tool tip temperature occurred with the smallest nose radius of 0.04mm, and minimum temperature occurred near a nose radius of 0.05mm. Specifically, DEFORM2D predicted a 0.6% lower maximum temperature with a 0.055mm nose radius, while AdvantEdge predicted a 3% lower maximum temperature also with a 0.055mm nose radius. Therefore, both software packages
This document discusses assessing cutting fluid as a key parameter in evaluating surface finish for CNC turning operations. It begins with an abstract that outlines exploring tool-workpiece combinations of HCHCr material with cemented carbide and CBN tools. Statistical analysis methods like ANOVA, DOE and regression will be used to identify optimal machining parameters. Experimental validation will then be conducted to evaluate the determined parameters. A literature review covers previous research on optimizing surface roughness in turning. The problem statement identifies that variation in speed, feed, depth of cut and coolant type influence material removal rate and surface roughness. The objectives are to determine optimal values for these parameters to achieve desired surface finish with satisfactory material removal. The methodology will use analytical and physical
Optimization of Laser Welding Parameters: A ReviewIRJET Journal
This document reviews research on optimizing laser welding parameters. It summarizes 10 studies that investigated how varying parameters like laser power, welding speed, focal length, and shielding gas affected weld characteristics for different materials. Most found laser power and welding speed were most significant and that their combination mainly determines weld quality. Optimal parameters depended on the material and goals for responses like weld width, penetration, and strength. The studies used techniques like factorial design of experiments, response surface methodology, and Taguchi methods to optimize parameters and reduce defects for applications like welding steel, titanium alloys, and dissimilar metals.
The document is a dissertation submitted by Gangadharudu Talla to the National Institute of Technology Rourkela in partial fulfillment of the requirements for a Doctor of Philosophy degree in Mechanical Engineering. The dissertation investigates the powder-mixed electric discharge machining (PMEDM) of Inconel 625, a nickel-based super alloy. Numerical modeling is used to predict the temperature distribution, material removal rate, and residual stress during the PMEDM process. Experiments are then conducted to study the effects of powder materials (graphite, aluminum, and silicon) and machining parameters on material removal rate, surface integrity, and other response variables. Results are analyzed to determine the optimal powder material and process parameters
This document summarizes a study that investigated the effect of process parameters on machining EN31 steel using electrical discharge machining (EDM). Experiments were conducted using different tool materials (copper, aluminum, and EN24), supply currents, flushing pressures, and pulse-on times. The experiments analyzed their influence on surface roughness, material removal rate, tool wear rate, and taper. The results of this study can help optimize the EDM process for machining EN31 steel.
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International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
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Influence of drinking water and graphite powder concentration on
1. Influence of drinking water and graphite powder concentration on
electrical discharge machining of Ti-6Al-4V alloy
Bhiksha Gugulothu a,⇑
, G. Krishna Mohana Rao b
, D. Hanumantha Rao c
a
Department of Mechanical Engineering, Malla Reddy Engineering College (Autonomous), Maisammaguda Secunderabad, Hyderabad, Telangana 500100, India
b
Department of Mechanical Engineering, Jawaharlal Nehru Technological University, Kukatpally, Hyderabad, Telangana 500028, India
c
Department of Mechanical Engineering, Matrusri Engineering College, Saidabad, Hyderabad, Telangana 500059, India
a r t i c l e i n f o
Article history:
Received 6 September 2019
Received in revised form 18 September
2019
Accepted 5 November 2019
Available online xxxx
Keywords:
EDM
Taguchi method
Graphite powder
Material removal rate
Surface roughness
Recast layer thickness
a b s t r a c t
In the present investigation, the influence of drinking water as dielectric fluid and graphite powder con-
centration on electric discharge machining of Ti-6Al-4V alloy is studied. Taguchi parameter design
approach was used to get an optimal parametric setting of EDM process parameters namely, discharge
current, pulse on time, pulse off time and graphite powder concentration that give up optimal process
performance characteristics such as material removal rate, surface roughness and recast layer thickness.
Also individual effect of process Parameters on performance characteristics was studied. Experiments
were conducted on experimental setup with modified dielectric fluid circulating system. To identify
the significance of parameters on measured response, the analysis of variance (ANOVA) has been done.
Further empirical models were developed by performing nonlinear regression analysis to predict the pro-
cess performance characteristics. Confirmation tests were conducted at their respective optimum para-
metric settings to verify the predicted optimal values of performance characteristics.
Ó 2019 Elsevier Ltd. All rights reserved.
Selection and Peer-review under responsibility of the scientific committee of the First International Con-
ference on Recent Advances in Materials and Manufacturing 2019.
1. Introduction
Ti-6Al-4V shows better mechanical properties even at elevated
temperatures. Despite such tremendous property, its applications
are quite limited to military, aircraft, space craft and medical fields.
The factor limiting its application is high cost and manufacturing
intricacies. Ti-6Al-4V is a material which is difficult-to-machine
due to its poor electrical and thermal conductivity. It chemically
reacts with almost all cutting tool materials. Low cutting speeds,
high feed rates, huge quantity of cutting fluids, sharp tools and
rigid set up are essential for the conventional machining of Ti-
6Al-4V and makes it uneconomical and inefficient [1–3]. EDM
can be employed to overcome the problem faced in conventional
machining of Ti-6Al-4V [4]. Die-sinking EDM is also used to man-
ufacture the components used for aerospace, automobile, tools
and machine tools. EDM is applied for making cavities and minia-
ture holes. With the help of die-sinking EDM, it is possible to make
intricate shaped dies with very less machining time. It can machine
durable materials like Carbide, Steel, Stellites etc., with consider-
ably good surface finish. EDM can be employed for removing bro-
ken taps, drills, studs, reamers, pins. Fragile materials are
machined without any damage by EDM [5]. Tariq Jilani et al. Stud-
ied the different dielectric fluids and two different tool materials. It
has been concluded that best machining was obtained by tap water
[6]. Chen S. L. et al. made a comparative analysis of discharge
machining ofTi-6Al-4V with Kerosene and distilled water as dielec-
tric fluids. Distilled water as a dielectric fluid showed good perfor-
mance compared to Kerosene for MRR and RWR [7]. Lin et al.
optimized machining parameters in magnetic force assisted EDM
based on Taguchi method and found higher MRR, lower RWR and
smaller SR as compared to standard EDM. Significant machining
and optimum combination levels of these parameters have been
determined [8]. Hascalik et al. studied the comparative perfor-
mance of Copper, Graphite and Aluminum electrodes. Increased
surface cracks, MRR, SR and TWR observed with Copper for all pro-
cess parameters. Higher MRR with Graphite and lower SR in Alu-
minum were found [9]. Azad et al. experimentally verified that
voltage and current had influence on optimization of single quality
characteristics and no influence on multiple quality characteristics
[10]. Kung et al. analyzed machinability of Cobalt bonded Tungsten
Carbide (94WC-6CO) with Aluminum powder mixed EDM. It has
https://doi.org/10.1016/j.matpr.2019.11.035
2214-7853/Ó 2019 Elsevier Ltd. All rights reserved.
Selection and Peer-review under responsibility of the scientific committee of the First International Conference on Recent Advances in Materials and Manufacturing 2019.
⇑ Corresponding author.
E-mail address: bhikshamg@gmail.com (B. Gugulothu).
Materials Today: Proceedings xxx (xxxx) xxx
Contents lists available at ScienceDirect
Materials Today: Proceedings
journal homepage: www.elsevier.com/locate/matpr
Please cite this article as: B. Gugulothu, G. Krishna Mohana Rao and D. Hanumantha Rao, Influence of drinking water and graphite powder concentration
on electrical discharge machining of Ti-6Al-4V alloy, Materials Today: Proceedings, https://doi.org/10.1016/j.matpr.2019.11.035
2. been concluded that using Aluminum powder mixed with dielec-
tric distribute the discharge energy gets to increase the machining
efficiency [11].
Kibria et al distinguished the influence of distinct dielectrics like
Kerosene, de-ionized water, B4C powder + Kerosene and B4C pow-
der + de-ionized water. MRR and TWR were observed to be more
and RLT was less with de-ionized water compared with Kerosene.
In case of B4C powder mixed dielectric, material removal rate
increases by de-ionized water, but TWR reduced with Kerosene
[12]. EmreUnses et al observed improvement by adding Graphite
powder into kerosene on EDM of Ti-6Al-4V [13]. Ekmekci et al Per-
formed comparative study on the surface integrity of discharge
machined plastic mold Steel while using Kerosene and de-ionized
water as dielectric fluids. Graphite and Copper as electrodes. For-
mation of white layer was observed on the machined surface in
case of all the dielectric fluids [14]. Bozdana et al. studied rapid
drilling of holes on Ti-6Al-4V by EDM. Brass and Copper tubular
electrodes were used with de-ionized water as dielectric and neg-
ative polarity. It has been observed that MRR increased and TWR
decreased with Brass electrode than Copper electrode [15]. Jahan
et al developed model and investigated the effect of Nano-
powders like Graphite powder (Gr), Aluminum (Al) and Alumina
(Al2O3) separately mixed with Kerosene in micro-EDM of Tungsten
Carbide. Particle size, concentration, density, electrical and thermal
conductivity of powder were found to be the most significant fac-
tors affecting the performance [16].
2. Experimental setups, procedure and equipment:
The die sink EDM (Make: Formatics, Bangalore, India) with
power supply unit and controller PSR-20 (Make: Electronica, Pune,
India) was used for conducting the experiments. The details of the
experimental set up and the closed view of working tank are
shown in Fig. 1.
The experimental set up was modified for conducting the
experiments in the case of powder mixed dielectric fluid. The sche-
matic diagram of experimental set up for PMEDM is shown in
Fig. 1. In this modified experimental set up, powder is mixed into
the dielectric fluid in a separate tank. For conducting experiments,
the work material Ti-6Al-4V. The workpiece of 160 mm length,
60 mm breadth and 6 mm thickness is selected. The Copper elec-
trode of 12 mm diameter is employed for the experiments. The
workpiece material employed in this study is Ti-6Al-4V. Copper
is used as an electrode. Drinking water, are used as dielectric fluids.
The hardness of the material is measured at different points and
average hardness value was found to be 32–34 HRC. The chemical
composition of the Ti-6Al-4V alloy is shown in Table 1. The
mechanical and physical properties of Ti-6Al-4V alloy are
presented in Table 2. Owing to higher thermal conductivity low
electrical resistivity and high melting point, the graphite powder
(particle size 20 to 30 lm) is chosen to add into the dielectric fluid.
The graphite powder morphology can be observed under SEM and
is shown in Fig. 2.
The preliminary experiment result shows that lower MRR is
observed when straight polarity was used. Hence, this study is
focusing on increasing the MRR of the work piece. Using reverse
polarity [17–19]. When the discharge current was kept above
10A, it was observed that the MRR was significant, and when more
than 20A current was selected, it resulted in higher MRR necessi-
tating the selection of values. The range selected for the pulse-on
time and pulse-off time is based on the pilot experiments and
the literature [20]. The pilot experiments were carried out with
the addition of graphite powder from 1 to 20 g/L into the dielectric
fluid. The working range of process parameters in this study is pre-
sented in Table 3.
Three trials of each experiment were conducted to average of
these values to minimize the pure experimental error. Machining
time has been chosen for conducting each experiment is 30 min,
which is sufficient to produce tool shape on work material during
EDM machining of Ti-6Al-4V alloy. The experimental layout for the
present investigation is presented in Table 4.
3. Results and discussion
It is possible to sort out each process parameter on response at
different levels since the experiments are designed in orthogonal
nature.
3.1. Influence of process parameters on MRR
The mean of three trails runs of MRR, SR, and RLT are presented
in the Table 4.
The effect of process parameters on the MRR are presented in
Fig. 3. With the increase in discharge current from 10A to 20A, sig-
nificant increase in MRR is noticed from the response graphs. Dis-
Fig. 1. Modified Experimental setup.
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Please cite this article as: B. Gugulothu, G. Krishna Mohana Rao and D. Hanumantha Rao, Influence of drinking water and graphite powder concentration
on electrical discharge machining of Ti-6Al-4V alloy, Materials Today: Proceedings, https://doi.org/10.1016/j.matpr.2019.11.035
3. charge energy in inter electrode gap is directly influenced by the
discharge current. MRR increases at higher discharge current con-
ditions as a result of high current density that is rapidly over heat-
ing the work piece that caused because of increase in spark energy
[20]. With an enhancement in discharge current, a stronger spark
with high thermal energy is produced and a major portion of heat
is transferred to the electrodes. Further as current increases, dis-
charge strikes the surface of work piece intensively which creates
an impact force on the molten material in the molten puddle and
this results into ejection of more material out of the crater [21].
The trend in variation of MRR with enhancement in discharge cur-
rent is similar with the findings of the pulse on time and is the 2nd
significant factor as far as improvement and importance are con-
cerned. It is clear from Fig. 3 that, as the pulse on time increases
from 25 ms to 65 ms, MRR increases to a smaller extent due to
increase in energy supplied per cycle [22]. Since discharge energy
is not present during pulse off time material removal from work
piece will not take place. With the increase in Ton from 24 ms to
36 ms, MRR increases initially and then decreases. Debris that is
not flushed due to short time available will not allow effective
sparking at low pulse off time and results in unstable machining
process. Debris flushing takes place effectively with the increase
in pulse off time and paves way for effective sparking and stable
machining. Due to this, with pulse off time of 36 ms, MRR enhances
initially and then reduces as quantum of energy supplied to the
process decreases.
MRR decreases initially and increases marginally later with the
increase in Graphite powder combination from 4.5 g/l to 9 g/l.
Excess powder accumulation in the gap reduces the discharge tran-
sitivity and results in MRR reduction Fig. 3 shows that input
parameters like pulse on time, pulse off time, discharge current,
and Graphite powder concentration impact the MRR mean values.
Maximum MRR can be achieved when Ton is at 65 ms (level 3), Toff is
at 36 ms (level 2), discharge current is at 20A (level 3) and powder
combination is at 4.5 g/lt (level 1). Table 5 presents the input
parameters importance on MRR through ANOVA of the data and.
Equation (2) gives the regression equation of MRR. For MRR values
prediction, the R2
and R2
adj are in the variability acceptable range and
the values found are (98.9%) and (95.1%) respectively. MRR is pre-
dicted between the operating ranges of EDM process parameters
by using the regression model.
MRR ¼ 3:76 À 0:892A þ 0:0516B þ 0:280C À 0:511D
þ 0:03052A2
À 0:001239B2
À 0:00526C2
þ 0:0400D2
þ 0:00791AB þ 0:00494AC À 0:01929AD ð2Þ
3.2. Influence of EDM parameters on Ra
The mean values of surface roughness for individual parameters
effect values are given in Table 6. Response curve for the individual
effect of discharge current, pulse on time, pulse off time and Gra-
phite powder concentration on the average values of Ra is shown
in Fig. 4. It is observed from the Fig. 4 that improvement in surface
roughness value is noticed by increase in discharge current. It is
due to the reason that the increase in discharge current enhanced
spark power resulting in the creation of wide and higher cavity
which results in enhanced surface roughness. With the increase
of Graphite powder combination increase from 4.5 g/litre to 9 g/
litre, surface roughness initially decreases and then increases fur-
ther with the increase of powder concentration. Dielectric fluid
insulation strength decreases with the addition of electrical energy
and Graphite powders in dielectric fluid results in gap widening
between electrodes that stabilizes the discharge condition. Lower
surface roughness, shallow craters are produced due to the
reduced electrical density by the widened and enlarged discharge
channel. More heat dissipation from electrode gap through dielec-
tric fluid takes place because of increase in dielectric fluid thermal
Table 1
Chemical Composition of Ti-6Al-4V.
Element C Al V N O Fe H Ti
% Max. 0.08 5.5–6.5 3.5–4.5 0.05 0.13 0.25 0.01 Balance
Table 2
Mechanical and physical Properties of Ti-6Al-4V.
Property Quantity
Hardness (HRC) 32–34
Melting point (°C) 1649
Density (g/cm3
) 4.5
Ultimate tensile strength (MPa) 897–1000
Thermal conductivity (W/m°K) 7.2
Specific heat (J/kg°K) 560
Mean coefficient of thermal expansion 100 °C/°C 08.6 Â 10À6
Volume electrical resistivity (ohm-cm) 170
Elastic Modulus (GPa) 114
Fig. 2. Morphology of graphite powder.
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Please cite this article as: B. Gugulothu, G. Krishna Mohana Rao and D. Hanumantha Rao, Influence of drinking water and graphite powder concentration
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4. conductivity due to powder addition and also the thermal conduc-
tivity available in the work surface decreases [23]. With the
Graphite powder combination increase from 4.5 to 9.0 g/lt, surface
roughness is decreased and further Graphite powder combination
increases from 9 to 13.5 g/lt increases Ra value marginally. Surface
roughness is not significantly affected by the Graphite powder con-
centration from 9 g/l to 13.5 g/l. Table 6 and Fig. 4.
Fig. 4 indicates that minimum work surface roughness can be
obtained when Ton is at 25 ms (level 1), Toff is at 24 ms (level 1), dis-
charge current is at 10A at level 1 and powder concentration is at
9 g/litre at level 2. Table 6 shows input parameters influence on Ra
from ANOVA of the data which is given. From Table 6 it is noticed
that surface roughness is most significantly affected by the
Table 3
Working range of the process Parameters and their levels.
Parameters Units Levels
Discharge current (A) Amps 10 15 20
Pulse on time (B) ms 25 45 65
Pulse off time (C) ms 24 36 48
Graphite powder concentration (D) g/l 4.5 9 13.5
Table 4
Average values of MRR, Ra, and Recast Layer Thickness (RLT).
Ex.
No
A (Discharge Current)
Amps
B (Pulse-On
Time) ms
C (Pulse-Off
Time) ms
D (Graphite Powder
Concentration) g/l
*Avg MRR
(mm3/min)
*Avg Ra
(mm)
*Avg Recast Layer Thickness)
(RLT) (mm)
1 10 25 24 4.5 2.5 2.14 8.04
2 10 25 36 9 2.212 2.126 8.9
3 10 25 48 13.5 2.277 3.641 10.109
4 10 45 24 9 3.057 2.001 8.25
5 10 45 36 13.5 3.681 4.211 8.9054
6 10 45 48 4.5 2.410 4.67 11.253
7 10 65 24 13.5 3.983 3.650 8.4
8 10 65 36 4.5 4.063 4.288 10.379
9 10 65 48 9 1.949 5.27 11.867
10 15 25 24 4.5 3.944 2.308 8.7
11 15 25 36 9 3.327 2.787 9.03
12 15 25 48 13.5 2.217 3.502 9.78
13 15 45 24 9 3.557 2.703 8.6945
14 15 45 36 13.5 4.276 3.657 11.19
15 15 45 48 4.5 4.089 4.33 11.44
16 15 65 24 13.5 5.111 4.25 10.295
17 15 65 36 4.5 6.788 4.495 11.804
18 15 65 48 9 3.223 5.56 11.515
19 20 25 24 4.5 5.029 3.505 9.88
20 20 25 36 9 4.147 3.221 9.5774
21 20 25 48 13.5 3.401 3.654 11
22 20 45 24 9 6.721 4.27 10.9
23 20 45 36 13.5 7.746 4.01 13.24
24 20 45 48 4.5 8.55 4.589 10.536
25 20 65 24 13.5 7.606 5.46 13.449
26 20 65 36 4.5 9.414 5.533 12.615
27 20 65 48 9 8.059 6.41 10.876
*Mean of three values
Fig. 3. EDM parameters on S/N Ratio of MRR.
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5. discharge current whereas other powder concentration doesn’t
have that much effect which is because of the interaction
effect between the parameters. Ra values are predicted by develop-
ing the empirical model using nonlinear regression analysis.
Equation (3) gives the regression equation of SR. The regression
equation of Ra is presented is given in Eq. (3). The R2
and R2
adj
values are found to be 98.5% and 93.6% respectively. The R2
and R2
adj is in the accepted range of values in predicting Ra
value.
SR ¼ 0:91 À 0:084A À 0:0079B þ 0:0531C À 0:105D
þ 0:01215A2 þ 0:000405B2 þ 0:001256C2
þ 0:00877D2 þ 0:00143AB À 0:00607AC À 0:00336AD ð3Þ
3.3. Effect of process parameters on recast layer thickness (RLT)
EDM generated heat affected surface has upper layer called as
recast layer, phase transformative zone and conversional zone in
order given. SEM photo graphs are taken at the cutting machined
zone at the edge of the machined surface to measure RLT for all
the samples machined. Table 4 shows the RLT average values mea-
sured from SEM.
Fig. 5 and Table 7 indicates the parameters effect on the
response. With the increase in discharge current, significant
increase in recast layer thickness is noticed which can be due to
more discharge energy generation causing unstable concentrated
discharge resulting in dielectric flushing efficiency decrease in
the gap. Also, more heat energy leads to increased molten metal
Table 5
Analysis of Variance (ANOVA) for MRR.
Source DF Seq SS Adj SS Adj MS F -Ratio P value Percentage of Contribution (%C)
A (Discharge Current 2 276.095 276.095 138.048 147.91 0.000 56.02
B (Pulse-On-Time 2 89.435 89.435 44.718 47.91 0.000 18.14
C (Pulse-Off-Time) 2 26.554 26.554 13.277 14.23 0.005 5.39
D (Graphite Powder Concentration) 2 28.505 28.505 14.252 15.27 0.004 4.77
A * B 4 27.961 27.961 6.990 7.49 0. 016 5.67
A * C 4 13.107 13.107 3.277 3.51 0. 083 2.65
A * D 4 25.558 25.558 6.390 6.85 0.020 5.18
Residual Error 6 5.600 5.600 0.933
Total 26 492.816 100
S = 0.9661 R2
= 98.9% R2
(adj) = 95.1%
Table 6
ANOVA for SR (Ra).
Source DF Seq SS Adj SS Adj MS F P Percentage of contribution (%)
A (Discharge Current 2 27.223 27.2228 13.6114 28.57 0.001 14.10
B (Pulse- On-Time 2 92.903 92.9033 46.457 97.49 0.000 48.13
C (Pulse-Off-Time) 2 42.737 42.7369 21.3685 44.85 0.000 22.13
D (Graphite Powder Concentration) 2 5.082 5.0822 2.5411 5.33 0.0047 2.63
A * B 4 0.446 0.4459 0.1115 0.23 0. 909 0.23
A * C 4 14.629 14.6290 3.6572 7.68 0. 015 7.57
A * D 4 7.152 7.1518 1.7879 3.75 0.0073 3.70
Residual Error 6 2.859 2.8588 0.4765
Total 26 193.031 100
S = 0.6903 R-Sq = 98.5% R-Sq(adj) = 93.6%
Fig. 4. Influence of EDM parameters on signal to noise ratio of Ra.
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6. formation which decreases flushing condition that makes more re-
solidified material resulting in the increase of white layer
thickness.
As the pulse on time increases from 25 ms to 65 ms, the RLT also
increases almost linearly. This is due to the fact that at longer pulse
on time, the material removed in vaporized form remains in same
state for longer duration of time and effectively flushed away.
SEM values are observed from Table 4 RLT decreases with
increase in powder combination from 4.5 g/lt to 9 g/lt and
increases with further enhancement in powder combination from
9 to 13.5 g/lt. RLT reduces due to decrease in amount of heat avail-
able at work piece, this accounts by lower single spark discharge
energy and increased spark frequency with the addition of Gra-
phite powder in dielectric fluid. Recast layer thickness increases
with increase in concentration of powder in dielectric up to 9 g/lt
to 13.5 g/lt. It can be observed that RLT value is minimum when
Graphite powder combination is 9 g/lit i.e. Level 2, Ton at 25 ms
(level 1), discharge current at 10 A (level 1), Toff at 24 ms (level
1). Mathematical model of RLT (response variable) is developed
by nonlinear regression analysis which is given in Eq. (4). The val-
ues R2
and R2
adj are in acceptable range which is 91.70% and 85.62%
respectively.
However, R2
adj (85.62%) is low due to the inclusion of in-
significant parameters in the model. Further, we can predict RLT
using by Eq. (4).
RLT ¼ 1:02 þ 0:138 A þ 0:0414B þ 0:445C À 0:945D
þ 0:00729A2
À 0:000361B2
À 0:00243C2
þ 0:0324D2
þ 0:00240 AB À 0:01438 AC þ 0:02561 AD ð4Þ
4. Confirmation experiments for influence of drinking water
and Graphite powder concentration on electrical discharge
machining of Ti-6Al-4V alloy
Material removal rate, surface roughness and recast layer thick-
ness predicted values were confirmed. Table 8 represents the data
of confirmation experiments, compared with respective prediction
values and the deviations of prediction results.
5. Conclusions
Based on the experimental results in the present work, the fol-
lowing conclusions are drawn:
1. In the case of drinking water with Graphite powder addition,
the maximum MRR is 10.567 mm3
/min. The optimum condition
of MRR is 10.567 mm3
/min at A3B3C2D1 (discharge current (I) at
20A, pulse on time (Ton) at 65 ms, pulse off time (Toff) at 36 ms
and Graphite powder combination at 4.5 g/l).
Fig. 5. Influence of EDM parameters on signal to noise ratio of RLT.
Table 7
Analysis of Variance (ANOVA) for RLT.
Source DF Seq SS Adj SS Adj MS F P Percentage of Contribution (%)
A (Discharge Current) 2 10.1679 10.1679 5.08396 97.48 0.000 24.84
B (Pulse-On-Time) 2 9.8915 9.8915 4.94573 94.83 0.000 24.16
C (Pulse-Off-Time) 2 7.0165 7.0165 3.50826 67.27 0.003 17.14
D (Graphite Powder Concentration) 2 1.7927 1.7927 0.89633 17.19 0.003 4.38
A * B 4 0.6256 0.6256 0.15639 3.00 0. 0111 1.52
A * C 4 7.2974 7.2974 1.82435 34.98 0. 000 17.83
A * D 4 3.8222 3.8222 0.95554 18.32 0.002 9.33
Residual error 6 0.3129 0.3129 0.05215
Total 26 40.9267 100
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Please cite this article as: B. Gugulothu, G. Krishna Mohana Rao and D. Hanumantha Rao, Influence of drinking water and graphite powder concentration
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7. 2. The minimum surface roughness is during EDM of Ti-6Al-4V is
observed to be 2.231 mm at A1B1C1D2 (discharge current (I) at
10A, pulse on time (Ton) at 25 ms, pulse off time (Toff) at 24 ms
and Graphite powder concentration at 9.0 g/l).
3. The minimum recast layer thickness is 8.432 mm during EDM of
Ti-6Al-4V is observed at A1B1C1D2 (discharge current (I) at 10A,
pulse on time (Ton) at 25 ms, pulse off time (Toff) at 24 ms and
Graphite powder concentration at 9.0 (g/l)
4. When powder concentration is 9 g/lt SR value attains maxi-
mum, below that concentration SR increases and then decreases
with increase in concentrated powder to 13.5 g/lt.
5. RLT value decreases with Powder combination from 4.5 to 9 g/lt
and further enhances with improvement in powder concentra-
tion from 9 g/lt to 13.5 g/lt.
6. Based on the results, ANOVA analysis, discharge current is
found to be most significant parameter affecting MRR, SR, and
RLT. However, powder concentration is having less significance
7. Optimal parametric settings were found for all performance
characteristics. Corresponding optimum response values are
calculated and also confirmation experimentation was man-
aged at particular optimum parametric location to check pre-
dicted optimal value. The matching % error values were
estimated and the values are in the range of 7.78% to 9.57%.
8. Different Graphite powder concentration in drinking water is
used as the input process parameter, the optimal level of Gra-
phite powder found to be as 4.5 g/l is sufficient to maximize
the MRR and 9.0 g/lt to reduce the SR and RLT.
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Table 8
Prediction and experimental results of MRR, SR, and RLT at various optimum conditions.
SNO Optimum parameters Optimum
response
Optimum
condition
Predicted
value
Experiential
value
% of
Error
A (Discharge
Current)
B (Pulse On-
Time)
C (Pulse Off-
Time)
D (Graphite Powder
Concentration)
1 20 65 48 4.5 MRR (mm3
/
min)
A3B3C2D1 9.64352 10.567 9.57
2 10 25 24 9 SR (mm) A1B1C1D2 1.2545 2.231 7.78
3 10 25 24 9 RLT (mm) A1B1C1D2 7.78446 8.432 8.31
Average of three values
B. Gugulothu et al. / Materials Today: Proceedings xxx (xxxx) xxx 7
Please cite this article as: B. Gugulothu, G. Krishna Mohana Rao and D. Hanumantha Rao, Influence of drinking water and graphite powder concentration
on electrical discharge machining of Ti-6Al-4V alloy, Materials Today: Proceedings, https://doi.org/10.1016/j.matpr.2019.11.035