SlideShare a Scribd company logo
1 of 7
Download to read offline
International Journal of Mechanical Engineering and Technology (IJMET), ISSN 0976 – 6340(Print),
ISSN 0976 – 6359(Online), Volume 5, Issue 4, April (2014), pp. 116-122 © IAEME
116
EFFECT OF THE PROCESS PARAMETERS ON GEOMETRICAL
CHARACTERISTICS OF THE PARTS IN DIRECT METAL DEPOSITION:
A REVIEW
1
Subodh Kumar, 2
Ajit Kumar Singh Choudhary, 3
Rakesh
1
Department of Production Engineering, B. I. T. Sindri, Dhanbad, Jharkhand(India)
2
Department of Mechanical Engineering, Manav Rachna International University, Faridabad (India)
3
Department of Production Engineering, B. I. T. Sindri, Dhanbad, Jharkhand(India)
ABSTRACT
Direct Metal Deposition (DMD) is a blending of five common technologies: laser, CAD,
CAM, Sensor and Powder Metallurgy. It builds metallic parts layer by layer directly from the CAD
data. The process has been widely used in manufacturing, part repairing/coating and metallic rapid
prototyping. However, success of this technology depends mainly upon the geometrical quality of
the components produced, which in fact strongly dependent upon various parameters such as laser
power, beam diameter, scanning speed, powder mass flow rate, etc. This paper presents a review on
the DMD process, its parameters and influence of the parameters on geometrical characteristics of
the components.
Keywords: Direct Metal Deposition, CAD, CAM, Sensor, Powder Metallurgy, Process Parameters,
Product Characteristics.
1. INTRODUCTION
Direct Metal Deposition (DMD), is one of the material additive rapid manufacturing
techniques which in fact is the blending of five common technologies – Laser, CAD, CAM, Sensors
and Powder metallurgy [1, 2]. This technique has shown tremendous potential for different fields of
application such as rapid manufacturing [3], parts repairing etc.[4, 5]. The process is known by
several names, most of which are trademarks of various machine manufacturers or research
establishments, these include laser metal deposition (LMD), direct laser deposition (DLD), laser
engineered net shaping (LENS), laser cladding, laser deposition welding and powder fusion welding.
In DMD, laser beam is used to form a melt pool on a metallic substrate, into which powder is fed.
The powders get melted by the heat of laser and form a deposit on the substrate by fusion bonding.
INTERNATIONAL JOURNAL OF MECHANICAL ENGINEERING
AND TECHNOLOGY (IJMET)
ISSN 0976 – 6340 (Print)
ISSN 0976 – 6359 (Online)
Volume 5, Issue 4, April (2014), pp. 116-122
© IAEME: www.iaeme.com/ijmet.asp
Journal Impact Factor (2014): 7.5377 (Calculated by GISI)
www.jifactor.com
IJMET
© I A E M E
International Journal of Mechanical Engineering and Technology (IJMET), ISSN 0976 – 6340(Print),
ISSN 0976 – 6359(Online), Volume 5, Issue 4, April (2014), pp. 116-122 © IAEME
117
Once a layer is deposited, the powder delivery nozzle and focusing lens assembly is incremented up,
and another layer is deposited. The process is repeated until the part is complete. When the process is
correctly controlled a wide range of metal like Titanium, Nickel, Cobalt, Steel alloys etc. can be
deposited. The as-deposited microstructure is similar to that of an as-welded structure, so post-
deposition heat treatment may be required. [6]
One of the important features for of the DMD process is the fabrication of parts with accurate
geometries. The dimensional accuracy of the parts produced by DMD technique depends on the
uniformity and repeatability of deposition height. This can only be achieved if the laser retracted
distance is equal to the height of the layer deposited. This fact necessitates knowing in advance the
layer thickness deposited so that laser processing head can be retracted by equal distance.
This paper, therefore, focuses on a review of the process and various research efforts made to
find out the effects of the DMD parameters and the relationship between process parameters and
product/process characteristics. Fig1. shows a schematic of the process.
Fig.1: Schematic Diagram of the DMD process
2. LBDMD PROCESS PARAMETERS AND PRODUCT CHARACTERISTICS
2.1 Process Parameters
In DMD, a large number of operating parameters govern the process. Understanding the
relationship between these parameters and their effects on the process are crucial to the geometrical
and physical quality of the parts. In general, these parameters are classified into four groups as
shown Table 1.
Table 1: Main Process Parameters [7]
Laser Motion Device Powder Feeder Materials
- Average power
- Spot size
- Wavelength
- Pulsed/CW
- Beam profile
- Laser pulse shaping
- Relative velocity
- Relative acceleration
- System accuracy
- Powder feed rate
- Inert gas flow arte
- Nozzle specification
- Powder stream
Profile
-Substrate geometry
- Composition
- Powder size
- Surface tension
- Metallurgical,
thermo-physical
and optical
properties
International Journal of Mechanical Engineering and Technology (IJMET), ISSN 0976 – 6340(Print),
ISSN 0976 – 6359(Online), Volume 5, Issue 4, April (2014), pp. 116-122 © IAEME
118
2.2 Parts Quality
The properties of the deposited layers using the DMD process can be classified in the
following four groups: geometrical, mechanical, metallurgical and qualitative properties. Table 2
shows the parameters which contribute to these four groups. Some of these may be inter-related; for
instance, the wear resistance can be affected by hardness, the microstructure, the number of cracks
and their depth and direction, and the bonding between base materials and substrate.
Table 2: Clad properties [7]
Geometrical Mechanical Metallurgical Qualitative
- Clad dimension
- Dilution
- Roughness
- Hardness
Distribution
- Residual stress
- Wear resistance
- Tensile strength
- Microstructure
- Dilution
- Grain size
- Homogeneity
- Corrosion
resistance
- Porosity
- Cracking
3. PROCESS PARAMETERS AND GEOMETRICAL PROPERTIES
In order to comprehend in detail the process nature and furthermore, control the process
outcome, a number of numerical and analytical models have been developed for simulation of the
process. One of the first attempts to model the process was performed by Picaso et al. [9], who
developed a simplified model for predicting the process speed and the powder feed rate for the
specified laser power, beam diameter and clad height. Their work concentrated on the multi-pass
laser cladding and used analytic three dimensional modelling, having assumed however that powder
was pre deposited on the substrate.
Kiecher et al. [10] attempted to relate build parameters to deposition using an energy density
approach. They integrated the supplied energy over the area of the layer to be built and were able to
show that deposition varied linearly with energy density. Their approach only studied two build
parameters – laser power and velocity- and did not consider material input, which must also
influence deposition.
Toyserkani et al.[11,12] investigated the laser cladding process by using transient three
dimensional finite element modelling. The effect of the powder feed rate as well as the travel speed
were investigated in [11] where as the laser pulse shaping effect was investigated in [12]. These
investigations have showed that the clad height increases by decreasing the process speed, or by
increasing the powder feed rate and the laser pulse energy or the laser pulse frequency.
Kummailil et al.[13] studied the effect of laser power, scan velocity, hatch spacing and
powder mass flow rate on deposition using two level fractional designed experiment to develop
simple relationships between build parameters and deposition. Their approach did not consider
material properties. Result of their designed experiment suggests that increasing mass flow rate or
laser power increases deposition, while increasing hatch spacing or scan velocity decreases
deposition. According to them mass flow rate and scan velocity seem to have the highest effect on
deposition. Also, deposition appears to be related to the product of energy per unit area and mass
flow rate through a power relationship as:
International Journal of Mechanical Engineering and Technology (IJMET), ISSN 0976 – 6340(Print),
ISSN 0976 – 6359(Online), Volume 5, Issue 4, April (2014), pp. 116-122 © IAEME
119
a
xu
PAm
Z 



∆
∝
(1)
where P is the power; A, the absorptivity; m, the mass flow rate rate; ∆x, the hatch spacing and u, the
scan velocity.
Apart from these four build parameters studied in [13], Kumar et al; [8] considered other
builds parameters and material properties also for developing their generalized theoretical model to
calculate the layer thickness. They used dimensional analysis as their modelling tool. For physical
modelling they have considered DMD as a function of both material delivery and energy delivery.
Accordingly, they developed material delivery model and energy delivery model separately
considering their associated factors and finally combined them as:
4
1
4
4
1
2
)(



 −








∆
=
u
PPm
TC
h
CZ c
mp
f
DMD
ρ
ε
Where ZDMD is the layer thickness, ρ the powder density, m powder flow rate, u laser scan velocity,
ε absorptivity, hf heat of fusion, Cp specific heat capacity, ∆Tm temperature difference, P laser power,
Pc critical power and C dimensionless constant. The validity of this generalized model has been
verified from experimental data of H13 and Ti material and it was found in good agreement with
experimental finding by other researcher. The error of prediction using this model is 12.899%.
Both the model developed in [13] and [8], deposition appears to be through a power
relationship within the range of parameters tested. In model by [13], it seems that increasing velocity
by one unit should be approximately equivalent to decreasing the mass flow rate by one unit,
however, it is not so in model developed by [8]. It is probably due to the other build parameters and
material properties considered in same model.
Considering surface tension as a dominant phenomenon, Lalas et al.[14] developed an
analytical model to estimate the clad width, depth and height. They first calculated the liquid clad
volume per unit length by the powder feed rate assuming the substrate is still solid. They then
considered substrate and powder both liquefied and estimated the clad geometry. Their model
estimates the clad width with a deviation of 1.5% for high powder feed rate and 13% with low
powder feed rate when compared with the experimental results.
Zhu et al.[15] fabricated thin wall parts of stainless steel 316L with different laser and
powder defocusing distances. The found that adopting the powder focussed below the substrate and
laser focussed above the substrate process can improve the surface quality.
Smuggerskey et al.[16] conducted a set of statistically designed experiments with LENS
apparatus consisting of 1.8 kW continuous wave Nd:YAG laser to sort through the various process
parameters and identify significant process variable for improving surface finish. With their test
material as stainless steel 316L their experimental result suggests that the optimal surface finish is
primarily a function of laser power and powder volume. The best surface finish (8 micrometers)
should be achieved at an intermediate power of 325 watts, an intermediate flow rate, and will be
independent of travel speed.
However, Ludovico et al; [17], performed roughness test on Nickel alloy, using six axis
machine equipped with a welding head and with a CO2 laser with a maximum power of 3kW. Result
for roughness showed that it increases with powder flow rate and laser power but it decreases with
scanning speed. It means that good surface sample can be obtained setting the powder flow rate and
laser power to the minimum value and the scanning speed to the maximum value.
(2)
International Journal of Mechanical Engineering and Technology (IJMET), ISSN 0976 – 6340(Print),
ISSN 0976 – 6359(Online), Volume 5, Issue 4, April (2014), pp. 116-122 © IAEME
120
The size of the molten pool is also influenced by the heat stored in the substrate or in the
previously deposited material. If the heat loss occurs very quickly, the width of the molten pool
decreases, on contrary, if the heat loss occurs very slowly, the width of the molten pool increases.
Setting the laser power and the processing speed, the width of the molten pool can be determined.
This is important because size of the molten pool affects the properties of the final product[18].
Vasinonta et al.[19] has provided a more fundamental understanding of the dependence of
melt pool size on process parameters by presenting melt pool length prediction for thin walled
structures in the form of “process map” based on non-dimensional process variables. They
demonstrated that melt pool length is a strong function of laser power and velocity, and a weak
function of preheat temperature.
Fig. 2: Parameters interaction and their effect on geometrical characteristics of part
4. CONCLUSION
Various parameters involved in Direct Metal Deposition process has been categorized
on the basis of laser, motion drive of the system, powder feeder and materials properties. Also,
the property of the deposited layer has been classified into different groups such as
geometrical, mechanical, metallurgical and qualitative properties. Interaction of these
parameters such as dilution, laser power distribution, powder flow rate etc has been discussed and
finally the research conducted by various authors and their methodology in terms of geometrical
characteristics of the parts produced through Direct Metal Deposition has been reviewed and presented
in the table.3.
Direct Metal Deposition
Energy Delivery System & associated
factors:
Laser power
Critical power to initiate
melting
Absorptivity
Focal point position
Spot size
Temperature difference
Specific heat capacity
Heat of fusion
Material Delivery System & associated
factors:
Powder shape, size
Nozzle geometry
Nozzle stand-off-distance
Shielding gas flow rate
Feeder type
Powder composition
Powder density
Thermal property of powder
Laser Power
Density
Powder
flow rate
Melt pool temperature
Dilution
Laser scan velocity
Clad heightClad width
Cladding rate Overlap factor
Surface finish
Geometrical characteristics
Miscellaneous factors:
Powder catchment efficiency
Substrate temperature
Interaction time
Microstructure
Layer bonding
International Journal of Mechanical Engineering and Technology (IJMET), ISSN 0976 – 6340(Print),
ISSN 0976 – 6359(Online), Volume 5, Issue 4, April (2014), pp. 116-122 © IAEME
121
Table 3: Summary of the reviewed papers
S.
No.
Author Title of the Paper Year Parameters
considered
Characteristics
of the parts
studied
Methodology
1. Picaso et.al A simple but realistic model for
laser cladding
1994 Process speed
and the powder
feed rate
Clad height Analytic three –
dimensional
modelling
2. Kiecher et al. The laser forming of metallic
components using particulate
materials
1997 Laser power and
scanning speed
Deposition Energy density
approach.
3. Smugeresky et. al Laser Engineered Net
Shaping(LENSTM
) Process:
Optimization of Surface finish and
Microstructural Properties
1997 Laser power and
powder volume
Surface finish Design of
Experiment
*4. Lewis et.al Practical considerations and
capabilities for laser assisted direct
metal deposition
2000 laser power and
the processing
speed
Melt pool size
5. Vasinonta et.al A process map for consistent build
conditions in the solid freeform
fabrication of Thin – Walled
Structure
2001 Laser power and
velocity
Melt –Pool
length
Process Map
6. Toyserkani et. al Three- dimensional finite element
modelling of laser cladding by
powder injection: effect of powder
feed rate and travel speed on the
process
2003 Powder feed
rate and travel
speed
Clad height Transient three
dimensional
finite element
modelling
7. Toyserkani et. al Three- dimensional finite element
modelling of laser cladding by
powder injection: effect of laser
pulse shaping on the process
2004 Laser pulse
shaping
Clad height Transient three
dimensional
finite element
modelling
8. Kummailil et.al Effect of select LENSTM
processing
parameters on the deposition of Ti-
6Al-4V
2005 Laser power,
scan velocity,
hatch spacing
and powder
mass flow rate
Clad height Two level
fractional
designed
experiment
9. Lalas et. Al An analytical model of the laser
clad geometry
2007 Powder feed
rate
Clad geometry Analytical
modelling
11. Zhu et. Al The influence of laser and powder
defocusing characteristics on the
surface quality in laser direct metal
deposition
2012 laser and
powder
defocusing
characteristics
Track height &
Surface quality
Theoretical
calculation,
adjusting
relative locations
of focus points
10. KumarS et. Al Determination of layer thickness in
direct metal deposition using
dimensional analysis
2013 Both build
parameters and
material
properties
Layer thickness Dimensional
analysis
12. Ludovico et.al Experimental analysis of the direct
laser metal deposition process
2013 powder flow
rate and laser
power
Roughness Design of
Experiment
5. REFERENCES
[1] Krar S (2007) Direct metal deposition: manufacturing at the speed of light. p 3
[2] Bieler TR et al (1998) Trends in materials and manufacturing technologies for transportation
industries and powder metallurgy research and development in th transportation industry.
Wiley, p. 406.
[3] Xiuli H, Lijun S, Gang Y et al (2011) Solute transport and composition profile during direct
metal deposition with coaxial powder injection. Appl Surf Sci 258:898-907.
[4] Santos EC, Shiomi M, Osakada K, Laoui T (2006) Rapid manufacturing of metal components
by laser forming. Int J Mech Tool Manuf 46:1459-1468.
International Journal of Mechanical Engineering and Technology (IJMET), ISSN 0976 – 6340(Print),
ISSN 0976 – 6359(Online), Volume 5, Issue 4, April (2014), pp. 116-122 © IAEME
122
[5] Kumar A, Paul CP, Pathak AK (2012) A finer modelling approach for numerically predicting
single track geometry in two dimensions during Laser Rapid Manufacturing. Opt Laser
Technol 44:559-565.
[6] Pinkerton AJ, Wang Li L (2008) Component repair using laser direct metal deposition. Proc
ImechE Part B: J Eng Manuf 222:827-835.
[7] Schneider M, (1998) “Laser cladding with powder: effect of some machining parameters on
clad properties”, Ph.D thesis University of Twente, Enshede, The Netherlands
[8] Kumar S, Sharma V, Kumar, Choudhary AKS, et al (2013) Determination of layer
thickness in direct metal deposition using dimensional analysis: Int J Adv Manuf Technol,
67:2681-2687.
[9] Picaso M. Marsden CF, Wagniere JD, Frenk A, Rappaz M (1994) A simple but realistic
model for laser cladding. Metall Mater Trans (25B): 281-291.
[10] Kiecher, D.M. and Smugeresky, J.E (1997) The laser forming of metallic components using
particulate materials. Journal of materials 49(5):51-54.
[11] Toyserkani E, Khajepour A, Corbin S (2003) Three- dimensional finite element modelling of
laser cladding by powder injection: effect of powder feed rate and travel speed on the process.
J Laser Appl 15(3): 153-160.
[12] Toyserkani E, Khajepour A, Corbin S (2004) Three- dimensional finite element modelling of
laser cladding by powder injection: effect of laser pulse shaping on the process. Opt Laser
Eng. 41: 849-869.
[13] Kummaili J,Sammarco C, Skinner D, Brown C. A, Rong K (2005) Effect of select LENSTM
processing parameters on the deposition of Ti-6Al-4V. J of Manufacturing Processes
7(1): 42-50.
[14] Lalas C, Tsirbas K, Salonitis K, Chryssolouris G (2007) An analytical model of the laser clad
geometry. Int J Adv Manuf Technol 32:34-41.
[15] Zhu Gangxian, Li Dichen, Zhang Anfeng, Pi Gang, Tang Yiping (2012) The influence of
laser and powder defocusing characteristics on the surface quality in laser direct metal
deposition. Optics & Laser Technology 44:349-356.
[16] Smugeresky J.E, Keicher D.M, Romero J.A, Griffith M.L and Harwell L.D (1997) Laser
Engineered Net Shaping(LENSTM
) Process: Optimization of Surface finish and
Microstructural Properties. OSTI:SAND-97-8652C.
[17] Ludovico A. D., Angelastro A and Campanelli S. L(2013) Experimental analysis of the direct
laser metal deposition process. www.intechopen.com.
[18] Lewis G.K & Schlienger E (2000) Practical considerations and capabilities for laser assisted
direct metal deposition. Materials and Design 21(4):417-423.
[19] Vasinonta A., Beuth J. L., Griffith M. (2001) A process map for consistent build
conditions in the solid freeform fabrication of Thin – Walled Structure. J. Manuf. Sci. Eng.,
123:615-622.
[20] S.Natarajan, Dr.S.Muralidharan and N.L.Maharaja, “Investigation of Significance in Phase
Transformation of Powder Metallurgy Steel Components During Heat Treatment- A
Practicable Approach”, International Journal of Mechanical Engineering & Technology
(IJMET), Volume 4, Issue 2, 2013, pp. 189 - 195, ISSN Print: 0976-6340, ISSN Online:
0976-6359.
[21] Iessa Sabbe Moosa, “Powder Metallurgy and its Application in the Production of Permanent
Magnets”, International Journal of Advanced Research in Engineering & Technology
(IJARET), Volume 4, Issue 6, 2013, pp. 127 - 141, ISSN Print: 0976-6480, ISSN Online:
0976-6499.

More Related Content

What's hot

Ea2645474558
Ea2645474558Ea2645474558
Ea2645474558IJMER
 
Realizing Potential of Graphite Powder in Enhancing Machining Rate in AEDM of...
Realizing Potential of Graphite Powder in Enhancing Machining Rate in AEDM of...Realizing Potential of Graphite Powder in Enhancing Machining Rate in AEDM of...
Realizing Potential of Graphite Powder in Enhancing Machining Rate in AEDM of...IDES Editor
 
Process parameters optimization in sls process using design of experiments 2
Process parameters optimization in sls process using design of experiments 2Process parameters optimization in sls process using design of experiments 2
Process parameters optimization in sls process using design of experiments 2IAEME Publication
 
Optimization of MRR and SR by employing Taguchis and ANOVA method in EDM
Optimization of MRR and SR by employing Taguchis and ANOVA method in EDMOptimization of MRR and SR by employing Taguchis and ANOVA method in EDM
Optimization of MRR and SR by employing Taguchis and ANOVA method in EDMIRJET Journal
 
Multiscale Modeling Approach for Prediction the Elastic Modulus of Percolated...
Multiscale Modeling Approach for Prediction the Elastic Modulus of Percolated...Multiscale Modeling Approach for Prediction the Elastic Modulus of Percolated...
Multiscale Modeling Approach for Prediction the Elastic Modulus of Percolated...ijtsrd
 
Investigation on Optimization of Machining Parameters in Wire EDM using Taguc...
Investigation on Optimization of Machining Parameters in Wire EDM using Taguc...Investigation on Optimization of Machining Parameters in Wire EDM using Taguc...
Investigation on Optimization of Machining Parameters in Wire EDM using Taguc...ijsrd.com
 
Molecular dynamics simulation
Molecular dynamics simulationMolecular dynamics simulation
Molecular dynamics simulationcsandit
 
“Gray Relational Based Analysis of Al-6351”
“Gray Relational Based Analysis of Al-6351”“Gray Relational Based Analysis of Al-6351”
“Gray Relational Based Analysis of Al-6351”iosrjce
 
Reduction of short shots by optimizing injection molding process parameters
Reduction of short shots by optimizing injection molding process parametersReduction of short shots by optimizing injection molding process parameters
Reduction of short shots by optimizing injection molding process parametersIAEME Publication
 

What's hot (14)

Hw3414551459
Hw3414551459Hw3414551459
Hw3414551459
 
Using of Backpropagation Neural Network in Estimation of Compressive Strength...
Using of Backpropagation Neural Network in Estimation of Compressive Strength...Using of Backpropagation Neural Network in Estimation of Compressive Strength...
Using of Backpropagation Neural Network in Estimation of Compressive Strength...
 
Ea2645474558
Ea2645474558Ea2645474558
Ea2645474558
 
Realizing Potential of Graphite Powder in Enhancing Machining Rate in AEDM of...
Realizing Potential of Graphite Powder in Enhancing Machining Rate in AEDM of...Realizing Potential of Graphite Powder in Enhancing Machining Rate in AEDM of...
Realizing Potential of Graphite Powder in Enhancing Machining Rate in AEDM of...
 
Development of Intelligent Systems to Predict Diamond Wire Saw Performance
Development of Intelligent Systems to Predict Diamond Wire Saw PerformanceDevelopment of Intelligent Systems to Predict Diamond Wire Saw Performance
Development of Intelligent Systems to Predict Diamond Wire Saw Performance
 
Process parameters optimization in sls process using design of experiments 2
Process parameters optimization in sls process using design of experiments 2Process parameters optimization in sls process using design of experiments 2
Process parameters optimization in sls process using design of experiments 2
 
Optimization of MRR and SR by employing Taguchis and ANOVA method in EDM
Optimization of MRR and SR by employing Taguchis and ANOVA method in EDMOptimization of MRR and SR by employing Taguchis and ANOVA method in EDM
Optimization of MRR and SR by employing Taguchis and ANOVA method in EDM
 
Multiscale Modeling Approach for Prediction the Elastic Modulus of Percolated...
Multiscale Modeling Approach for Prediction the Elastic Modulus of Percolated...Multiscale Modeling Approach for Prediction the Elastic Modulus of Percolated...
Multiscale Modeling Approach for Prediction the Elastic Modulus of Percolated...
 
Numerical analysis of the density distribution within scored tablets
Numerical analysis of the density distribution within scored tabletsNumerical analysis of the density distribution within scored tablets
Numerical analysis of the density distribution within scored tablets
 
I43065157
I43065157I43065157
I43065157
 
Investigation on Optimization of Machining Parameters in Wire EDM using Taguc...
Investigation on Optimization of Machining Parameters in Wire EDM using Taguc...Investigation on Optimization of Machining Parameters in Wire EDM using Taguc...
Investigation on Optimization of Machining Parameters in Wire EDM using Taguc...
 
Molecular dynamics simulation
Molecular dynamics simulationMolecular dynamics simulation
Molecular dynamics simulation
 
“Gray Relational Based Analysis of Al-6351”
“Gray Relational Based Analysis of Al-6351”“Gray Relational Based Analysis of Al-6351”
“Gray Relational Based Analysis of Al-6351”
 
Reduction of short shots by optimizing injection molding process parameters
Reduction of short shots by optimizing injection molding process parametersReduction of short shots by optimizing injection molding process parameters
Reduction of short shots by optimizing injection molding process parameters
 

Viewers also liked

A study on improvement activities for indian manufacturing industries
A study on improvement activities for indian manufacturing industriesA study on improvement activities for indian manufacturing industries
A study on improvement activities for indian manufacturing industrieseSAT Journals
 
The Technology Research of Camera Calibration Based On LabVIEW
The Technology Research of Camera Calibration Based On LabVIEWThe Technology Research of Camera Calibration Based On LabVIEW
The Technology Research of Camera Calibration Based On LabVIEWIJRES Journal
 
SULI_Summer_2016_Research Paper_Ainslie_Kenneth
SULI_Summer_2016_Research Paper_Ainslie_KennethSULI_Summer_2016_Research Paper_Ainslie_Kenneth
SULI_Summer_2016_Research Paper_Ainslie_KennethKenneth Ainslie
 
Sử dụng tôn định hình
Sử dụng tôn định hìnhSử dụng tôn định hình
Sử dụng tôn định hìnhHùng Tạ Huy
 
Advanced Materials and Processes Magazine - January 2015 - Additive Manufactu...
Advanced Materials and Processes Magazine - January 2015 - Additive Manufactu...Advanced Materials and Processes Magazine - January 2015 - Additive Manufactu...
Advanced Materials and Processes Magazine - January 2015 - Additive Manufactu...Machine Tool Systems Inc.
 
2016.03 - IBC Laser Cladding Capabilities Overview
2016.03 - IBC Laser  Cladding Capabilities Overview2016.03 - IBC Laser  Cladding Capabilities Overview
2016.03 - IBC Laser Cladding Capabilities OverviewSolomon Berman
 
Effect of chromium powder mixed dielectric on performance characteristic of a...
Effect of chromium powder mixed dielectric on performance characteristic of a...Effect of chromium powder mixed dielectric on performance characteristic of a...
Effect of chromium powder mixed dielectric on performance characteristic of a...eSAT Journals
 
Laser Cladding and Thermal Spraying
Laser Cladding and Thermal SprayingLaser Cladding and Thermal Spraying
Laser Cladding and Thermal SprayingAjith Ranasinghe
 
A study on overall quality assurance in just in time manufacturing process in...
A study on overall quality assurance in just in time manufacturing process in...A study on overall quality assurance in just in time manufacturing process in...
A study on overall quality assurance in just in time manufacturing process in...Sathiskumar M
 
3d Machine Vision Systems Paper Presentation
3d  Machine Vision Systems Paper Presentation3d  Machine Vision Systems Paper Presentation
3d Machine Vision Systems Paper Presentationguestac67362
 
ScienceDirect
ScienceDirectScienceDirect
ScienceDirectUCT
 
Paper on Forming, Welding & Heat treatment of SS equip & component for NRP
Paper on Forming, Welding & Heat treatment of SS equip & component for NRPPaper on Forming, Welding & Heat treatment of SS equip & component for NRP
Paper on Forming, Welding & Heat treatment of SS equip & component for NRPSantosh Takale
 
DNVGL Additive manufacturing pospaper v_02
DNVGL Additive manufacturing pospaper v_02DNVGL Additive manufacturing pospaper v_02
DNVGL Additive manufacturing pospaper v_02Christopher Taylor
 
Industrial robotics
Industrial roboticsIndustrial robotics
Industrial roboticsGU Gan
 
Flexible manufacturing systems analysis
Flexible manufacturing systems analysisFlexible manufacturing systems analysis
Flexible manufacturing systems analysisNachiketas Waychal
 
3d machine-vision-systems-paper-presentation
3d machine-vision-systems-paper-presentation3d machine-vision-systems-paper-presentation
3d machine-vision-systems-paper-presentationChidananda M
 

Viewers also liked (20)

A study on improvement activities for indian manufacturing industries
A study on improvement activities for indian manufacturing industriesA study on improvement activities for indian manufacturing industries
A study on improvement activities for indian manufacturing industries
 
final paper of GMAW
final paper of GMAWfinal paper of GMAW
final paper of GMAW
 
The Technology Research of Camera Calibration Based On LabVIEW
The Technology Research of Camera Calibration Based On LabVIEWThe Technology Research of Camera Calibration Based On LabVIEW
The Technology Research of Camera Calibration Based On LabVIEW
 
Science Direct
Science DirectScience Direct
Science Direct
 
SULI_Summer_2016_Research Paper_Ainslie_Kenneth
SULI_Summer_2016_Research Paper_Ainslie_KennethSULI_Summer_2016_Research Paper_Ainslie_Kenneth
SULI_Summer_2016_Research Paper_Ainslie_Kenneth
 
Sử dụng tôn định hình
Sử dụng tôn định hìnhSử dụng tôn định hình
Sử dụng tôn định hình
 
Advanced Materials and Processes Magazine - January 2015 - Additive Manufactu...
Advanced Materials and Processes Magazine - January 2015 - Additive Manufactu...Advanced Materials and Processes Magazine - January 2015 - Additive Manufactu...
Advanced Materials and Processes Magazine - January 2015 - Additive Manufactu...
 
2016.03 - IBC Laser Cladding Capabilities Overview
2016.03 - IBC Laser  Cladding Capabilities Overview2016.03 - IBC Laser  Cladding Capabilities Overview
2016.03 - IBC Laser Cladding Capabilities Overview
 
Effect of chromium powder mixed dielectric on performance characteristic of a...
Effect of chromium powder mixed dielectric on performance characteristic of a...Effect of chromium powder mixed dielectric on performance characteristic of a...
Effect of chromium powder mixed dielectric on performance characteristic of a...
 
Laser Cladding and Thermal Spraying
Laser Cladding and Thermal SprayingLaser Cladding and Thermal Spraying
Laser Cladding and Thermal Spraying
 
RESEARCH PAPER
RESEARCH PAPERRESEARCH PAPER
RESEARCH PAPER
 
A study on overall quality assurance in just in time manufacturing process in...
A study on overall quality assurance in just in time manufacturing process in...A study on overall quality assurance in just in time manufacturing process in...
A study on overall quality assurance in just in time manufacturing process in...
 
3d Machine Vision Systems Paper Presentation
3d  Machine Vision Systems Paper Presentation3d  Machine Vision Systems Paper Presentation
3d Machine Vision Systems Paper Presentation
 
Laser and laser cladding
Laser and laser claddingLaser and laser cladding
Laser and laser cladding
 
ScienceDirect
ScienceDirectScienceDirect
ScienceDirect
 
Paper on Forming, Welding & Heat treatment of SS equip & component for NRP
Paper on Forming, Welding & Heat treatment of SS equip & component for NRPPaper on Forming, Welding & Heat treatment of SS equip & component for NRP
Paper on Forming, Welding & Heat treatment of SS equip & component for NRP
 
DNVGL Additive manufacturing pospaper v_02
DNVGL Additive manufacturing pospaper v_02DNVGL Additive manufacturing pospaper v_02
DNVGL Additive manufacturing pospaper v_02
 
Industrial robotics
Industrial roboticsIndustrial robotics
Industrial robotics
 
Flexible manufacturing systems analysis
Flexible manufacturing systems analysisFlexible manufacturing systems analysis
Flexible manufacturing systems analysis
 
3d machine-vision-systems-paper-presentation
3d machine-vision-systems-paper-presentation3d machine-vision-systems-paper-presentation
3d machine-vision-systems-paper-presentation
 

Similar to EFFECT OF THE PROCESS PARAMETERS ON GEOMETRICAL CHARACTERISTICS OF THE PARTS IN DIRECT METAL DEPOSITION: A REVIEW

Investigation of post processing techniques to reduce the surface
Investigation of post processing techniques to reduce the surfaceInvestigation of post processing techniques to reduce the surface
Investigation of post processing techniques to reduce the surfaceiaemedu
 
Experimental Investigation of Impact Strength for ABS Plus F.D.M. Parts using...
Experimental Investigation of Impact Strength for ABS Plus F.D.M. Parts using...Experimental Investigation of Impact Strength for ABS Plus F.D.M. Parts using...
Experimental Investigation of Impact Strength for ABS Plus F.D.M. Parts using...IRJET Journal
 
Influence of process parameters on MRR in EDM of AISI D2 Steel: a RSM approach
Influence of process parameters on MRR in EDM of AISI D2  Steel: a RSM approachInfluence of process parameters on MRR in EDM of AISI D2  Steel: a RSM approach
Influence of process parameters on MRR in EDM of AISI D2 Steel: a RSM approachMohan Kumar Pradhan
 
A genetic algorithm approach to the optimization
A genetic algorithm approach to the optimizationA genetic algorithm approach to the optimization
A genetic algorithm approach to the optimizationIAEME Publication
 
THE EFFECT OF DIFFERENT WIRE ELECTRODES ON THE MRR OF MS WORKPIECE USING WEDM...
THE EFFECT OF DIFFERENT WIRE ELECTRODES ON THE MRR OF MS WORKPIECE USING WEDM...THE EFFECT OF DIFFERENT WIRE ELECTRODES ON THE MRR OF MS WORKPIECE USING WEDM...
THE EFFECT OF DIFFERENT WIRE ELECTRODES ON THE MRR OF MS WORKPIECE USING WEDM...IAEME Publication
 
A review paper on Optimization of process parameter of EDM for air hardening ...
A review paper on Optimization of process parameter of EDM for air hardening ...A review paper on Optimization of process parameter of EDM for air hardening ...
A review paper on Optimization of process parameter of EDM for air hardening ...IJERA Editor
 
Parametric optimization of near dry electrical discharge machining process fo...
Parametric optimization of near dry electrical discharge machining process fo...Parametric optimization of near dry electrical discharge machining process fo...
Parametric optimization of near dry electrical discharge machining process fo...IAEME Publication
 
PARAMETRIC OPTIMIZATION OF NEAR DRY ELECTRICAL DISCHARGE MACHINING PROCESS FO...
PARAMETRIC OPTIMIZATION OF NEAR DRY ELECTRICAL DISCHARGE MACHINING PROCESS FO...PARAMETRIC OPTIMIZATION OF NEAR DRY ELECTRICAL DISCHARGE MACHINING PROCESS FO...
PARAMETRIC OPTIMIZATION OF NEAR DRY ELECTRICAL DISCHARGE MACHINING PROCESS FO...IAEME Publication
 
Investigation on process response and parameters in wire electrical discharge...
Investigation on process response and parameters in wire electrical discharge...Investigation on process response and parameters in wire electrical discharge...
Investigation on process response and parameters in wire electrical discharge...IAEME Publication
 
Modeling and Analysis of process parameters on Surface Roughness in EDM of AI...
Modeling and Analysis of process parameters on Surface Roughness in EDM of AI...Modeling and Analysis of process parameters on Surface Roughness in EDM of AI...
Modeling and Analysis of process parameters on Surface Roughness in EDM of AI...Mohan Kumar Pradhan
 
Investigation of mrr in wedm for wc co sintered composite
Investigation of mrr in wedm for wc co sintered compositeInvestigation of mrr in wedm for wc co sintered composite
Investigation of mrr in wedm for wc co sintered compositeIAEME Publication
 
Investigation on process response and parameters in wire electrical
Investigation on process response and parameters in wire electricalInvestigation on process response and parameters in wire electrical
Investigation on process response and parameters in wire electricalIAEME Publication
 
Investigation on process response and parameters in wire electrical
Investigation on process response and parameters in wire electricalInvestigation on process response and parameters in wire electrical
Investigation on process response and parameters in wire electricaliaemedu
 
Artificial Intelligence based optimization of weld bead geometry in laser wel...
Artificial Intelligence based optimization of weld bead geometry in laser wel...Artificial Intelligence based optimization of weld bead geometry in laser wel...
Artificial Intelligence based optimization of weld bead geometry in laser wel...IJMER
 
EFFECT OF NOSE RADIUS ON SURFACE ROUGHNESS DURING CNC TURNING USING RESPONSE ...
EFFECT OF NOSE RADIUS ON SURFACE ROUGHNESS DURING CNC TURNING USING RESPONSE ...EFFECT OF NOSE RADIUS ON SURFACE ROUGHNESS DURING CNC TURNING USING RESPONSE ...
EFFECT OF NOSE RADIUS ON SURFACE ROUGHNESS DURING CNC TURNING USING RESPONSE ...ijmech
 
OPTIMIZATION OF MACHINING PARAMETERS IN EDM OF CFRP COMPOSITE USING TAGUCHI T...
OPTIMIZATION OF MACHINING PARAMETERS IN EDM OF CFRP COMPOSITE USING TAGUCHI T...OPTIMIZATION OF MACHINING PARAMETERS IN EDM OF CFRP COMPOSITE USING TAGUCHI T...
OPTIMIZATION OF MACHINING PARAMETERS IN EDM OF CFRP COMPOSITE USING TAGUCHI T...IAEME Publication
 

Similar to EFFECT OF THE PROCESS PARAMETERS ON GEOMETRICAL CHARACTERISTICS OF THE PARTS IN DIRECT METAL DEPOSITION: A REVIEW (20)

30320130403002
3032013040300230320130403002
30320130403002
 
Investigation of post processing techniques to reduce the surface
Investigation of post processing techniques to reduce the surfaceInvestigation of post processing techniques to reduce the surface
Investigation of post processing techniques to reduce the surface
 
Effect of Process Parameters on MRR for HCHCr in WEDM using RSM methodology
Effect of Process Parameters on MRR for HCHCr in WEDM using RSM methodologyEffect of Process Parameters on MRR for HCHCr in WEDM using RSM methodology
Effect of Process Parameters on MRR for HCHCr in WEDM using RSM methodology
 
Experimental Investigation of Impact Strength for ABS Plus F.D.M. Parts using...
Experimental Investigation of Impact Strength for ABS Plus F.D.M. Parts using...Experimental Investigation of Impact Strength for ABS Plus F.D.M. Parts using...
Experimental Investigation of Impact Strength for ABS Plus F.D.M. Parts using...
 
Influence of process parameters on MRR in EDM of AISI D2 Steel: a RSM approach
Influence of process parameters on MRR in EDM of AISI D2  Steel: a RSM approachInfluence of process parameters on MRR in EDM of AISI D2  Steel: a RSM approach
Influence of process parameters on MRR in EDM of AISI D2 Steel: a RSM approach
 
A genetic algorithm approach to the optimization
A genetic algorithm approach to the optimizationA genetic algorithm approach to the optimization
A genetic algorithm approach to the optimization
 
THE EFFECT OF DIFFERENT WIRE ELECTRODES ON THE MRR OF MS WORKPIECE USING WEDM...
THE EFFECT OF DIFFERENT WIRE ELECTRODES ON THE MRR OF MS WORKPIECE USING WEDM...THE EFFECT OF DIFFERENT WIRE ELECTRODES ON THE MRR OF MS WORKPIECE USING WEDM...
THE EFFECT OF DIFFERENT WIRE ELECTRODES ON THE MRR OF MS WORKPIECE USING WEDM...
 
30120140505019
3012014050501930120140505019
30120140505019
 
A review paper on Optimization of process parameter of EDM for air hardening ...
A review paper on Optimization of process parameter of EDM for air hardening ...A review paper on Optimization of process parameter of EDM for air hardening ...
A review paper on Optimization of process parameter of EDM for air hardening ...
 
Parametric optimization of near dry electrical discharge machining process fo...
Parametric optimization of near dry electrical discharge machining process fo...Parametric optimization of near dry electrical discharge machining process fo...
Parametric optimization of near dry electrical discharge machining process fo...
 
PARAMETRIC OPTIMIZATION OF NEAR DRY ELECTRICAL DISCHARGE MACHINING PROCESS FO...
PARAMETRIC OPTIMIZATION OF NEAR DRY ELECTRICAL DISCHARGE MACHINING PROCESS FO...PARAMETRIC OPTIMIZATION OF NEAR DRY ELECTRICAL DISCHARGE MACHINING PROCESS FO...
PARAMETRIC OPTIMIZATION OF NEAR DRY ELECTRICAL DISCHARGE MACHINING PROCESS FO...
 
Investigation on process response and parameters in wire electrical discharge...
Investigation on process response and parameters in wire electrical discharge...Investigation on process response and parameters in wire electrical discharge...
Investigation on process response and parameters in wire electrical discharge...
 
Modeling and Analysis of process parameters on Surface Roughness in EDM of AI...
Modeling and Analysis of process parameters on Surface Roughness in EDM of AI...Modeling and Analysis of process parameters on Surface Roughness in EDM of AI...
Modeling and Analysis of process parameters on Surface Roughness in EDM of AI...
 
Di31743746
Di31743746Di31743746
Di31743746
 
Investigation of mrr in wedm for wc co sintered composite
Investigation of mrr in wedm for wc co sintered compositeInvestigation of mrr in wedm for wc co sintered composite
Investigation of mrr in wedm for wc co sintered composite
 
Investigation on process response and parameters in wire electrical
Investigation on process response and parameters in wire electricalInvestigation on process response and parameters in wire electrical
Investigation on process response and parameters in wire electrical
 
Investigation on process response and parameters in wire electrical
Investigation on process response and parameters in wire electricalInvestigation on process response and parameters in wire electrical
Investigation on process response and parameters in wire electrical
 
Artificial Intelligence based optimization of weld bead geometry in laser wel...
Artificial Intelligence based optimization of weld bead geometry in laser wel...Artificial Intelligence based optimization of weld bead geometry in laser wel...
Artificial Intelligence based optimization of weld bead geometry in laser wel...
 
EFFECT OF NOSE RADIUS ON SURFACE ROUGHNESS DURING CNC TURNING USING RESPONSE ...
EFFECT OF NOSE RADIUS ON SURFACE ROUGHNESS DURING CNC TURNING USING RESPONSE ...EFFECT OF NOSE RADIUS ON SURFACE ROUGHNESS DURING CNC TURNING USING RESPONSE ...
EFFECT OF NOSE RADIUS ON SURFACE ROUGHNESS DURING CNC TURNING USING RESPONSE ...
 
OPTIMIZATION OF MACHINING PARAMETERS IN EDM OF CFRP COMPOSITE USING TAGUCHI T...
OPTIMIZATION OF MACHINING PARAMETERS IN EDM OF CFRP COMPOSITE USING TAGUCHI T...OPTIMIZATION OF MACHINING PARAMETERS IN EDM OF CFRP COMPOSITE USING TAGUCHI T...
OPTIMIZATION OF MACHINING PARAMETERS IN EDM OF CFRP COMPOSITE USING TAGUCHI T...
 

More from IAEME Publication

IAEME_Publication_Call_for_Paper_September_2022.pdf
IAEME_Publication_Call_for_Paper_September_2022.pdfIAEME_Publication_Call_for_Paper_September_2022.pdf
IAEME_Publication_Call_for_Paper_September_2022.pdfIAEME Publication
 
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...IAEME Publication
 
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURSA STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURSIAEME Publication
 
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURSBROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURSIAEME Publication
 
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONSDETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONSIAEME Publication
 
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONSANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONSIAEME Publication
 
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINOVOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINOIAEME Publication
 
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...IAEME Publication
 
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMYVISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMYIAEME Publication
 
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...IAEME Publication
 
GANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICEGANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICEIAEME Publication
 
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...IAEME Publication
 
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...IAEME Publication
 
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...IAEME Publication
 
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...IAEME Publication
 
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...IAEME Publication
 
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...IAEME Publication
 
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...IAEME Publication
 
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...IAEME Publication
 
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENTA MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENTIAEME Publication
 

More from IAEME Publication (20)

IAEME_Publication_Call_for_Paper_September_2022.pdf
IAEME_Publication_Call_for_Paper_September_2022.pdfIAEME_Publication_Call_for_Paper_September_2022.pdf
IAEME_Publication_Call_for_Paper_September_2022.pdf
 
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
 
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURSA STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
 
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURSBROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
 
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONSDETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
 
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONSANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
 
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINOVOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
 
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
 
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMYVISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
 
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
 
GANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICEGANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICE
 
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
 
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
 
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
 
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
 
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
 
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
 
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
 
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
 
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENTA MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
 

Recently uploaded

VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130Suhani Kapoor
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escortsranjana rawat
 
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSMANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSSIVASHANKAR N
 
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINEMANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINESIVASHANKAR N
 
UNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM.        DIMENSIONAL ANALYSISUNIT-III FMM.        DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSISrknatarajan
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...ranjana rawat
 
the ladakh protest in leh ladakh 2024 sonam wangchuk.pptx
the ladakh protest in leh ladakh 2024 sonam wangchuk.pptxthe ladakh protest in leh ladakh 2024 sonam wangchuk.pptx
the ladakh protest in leh ladakh 2024 sonam wangchuk.pptxhumanexperienceaaa
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxAsutosh Ranjan
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Dr.Costas Sachpazis
 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escortsranjana rawat
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝soniya singh
 
High Profile Call Girls Dahisar Arpita 9907093804 Independent Escort Service ...
High Profile Call Girls Dahisar Arpita 9907093804 Independent Escort Service ...High Profile Call Girls Dahisar Arpita 9907093804 Independent Escort Service ...
High Profile Call Girls Dahisar Arpita 9907093804 Independent Escort Service ...Call girls in Ahmedabad High profile
 
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSHARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSRajkumarAkumalla
 
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)Suman Mia
 
Porous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingPorous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingrakeshbaidya232001
 
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...ranjana rawat
 

Recently uploaded (20)

Roadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and RoutesRoadmap to Membership of RICS - Pathways and Routes
Roadmap to Membership of RICS - Pathways and Routes
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
 
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSMANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
 
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINEMANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
MANUFACTURING PROCESS-II UNIT-2 LATHE MACHINE
 
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
 
UNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM.        DIMENSIONAL ANALYSISUNIT-III FMM.        DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSIS
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
 
the ladakh protest in leh ladakh 2024 sonam wangchuk.pptx
the ladakh protest in leh ladakh 2024 sonam wangchuk.pptxthe ladakh protest in leh ladakh 2024 sonam wangchuk.pptx
the ladakh protest in leh ladakh 2024 sonam wangchuk.pptx
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptx
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
 
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
Structural Analysis and Design of Foundations: A Comprehensive Handbook for S...
 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
 
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
 
High Profile Call Girls Dahisar Arpita 9907093804 Independent Escort Service ...
High Profile Call Girls Dahisar Arpita 9907093804 Independent Escort Service ...High Profile Call Girls Dahisar Arpita 9907093804 Independent Escort Service ...
High Profile Call Girls Dahisar Arpita 9907093804 Independent Escort Service ...
 
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSHARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
 
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
 
Porous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writingPorous Ceramics seminar and technical writing
Porous Ceramics seminar and technical writing
 
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
 

EFFECT OF THE PROCESS PARAMETERS ON GEOMETRICAL CHARACTERISTICS OF THE PARTS IN DIRECT METAL DEPOSITION: A REVIEW

  • 1. International Journal of Mechanical Engineering and Technology (IJMET), ISSN 0976 – 6340(Print), ISSN 0976 – 6359(Online), Volume 5, Issue 4, April (2014), pp. 116-122 © IAEME 116 EFFECT OF THE PROCESS PARAMETERS ON GEOMETRICAL CHARACTERISTICS OF THE PARTS IN DIRECT METAL DEPOSITION: A REVIEW 1 Subodh Kumar, 2 Ajit Kumar Singh Choudhary, 3 Rakesh 1 Department of Production Engineering, B. I. T. Sindri, Dhanbad, Jharkhand(India) 2 Department of Mechanical Engineering, Manav Rachna International University, Faridabad (India) 3 Department of Production Engineering, B. I. T. Sindri, Dhanbad, Jharkhand(India) ABSTRACT Direct Metal Deposition (DMD) is a blending of five common technologies: laser, CAD, CAM, Sensor and Powder Metallurgy. It builds metallic parts layer by layer directly from the CAD data. The process has been widely used in manufacturing, part repairing/coating and metallic rapid prototyping. However, success of this technology depends mainly upon the geometrical quality of the components produced, which in fact strongly dependent upon various parameters such as laser power, beam diameter, scanning speed, powder mass flow rate, etc. This paper presents a review on the DMD process, its parameters and influence of the parameters on geometrical characteristics of the components. Keywords: Direct Metal Deposition, CAD, CAM, Sensor, Powder Metallurgy, Process Parameters, Product Characteristics. 1. INTRODUCTION Direct Metal Deposition (DMD), is one of the material additive rapid manufacturing techniques which in fact is the blending of five common technologies – Laser, CAD, CAM, Sensors and Powder metallurgy [1, 2]. This technique has shown tremendous potential for different fields of application such as rapid manufacturing [3], parts repairing etc.[4, 5]. The process is known by several names, most of which are trademarks of various machine manufacturers or research establishments, these include laser metal deposition (LMD), direct laser deposition (DLD), laser engineered net shaping (LENS), laser cladding, laser deposition welding and powder fusion welding. In DMD, laser beam is used to form a melt pool on a metallic substrate, into which powder is fed. The powders get melted by the heat of laser and form a deposit on the substrate by fusion bonding. INTERNATIONAL JOURNAL OF MECHANICAL ENGINEERING AND TECHNOLOGY (IJMET) ISSN 0976 – 6340 (Print) ISSN 0976 – 6359 (Online) Volume 5, Issue 4, April (2014), pp. 116-122 © IAEME: www.iaeme.com/ijmet.asp Journal Impact Factor (2014): 7.5377 (Calculated by GISI) www.jifactor.com IJMET © I A E M E
  • 2. International Journal of Mechanical Engineering and Technology (IJMET), ISSN 0976 – 6340(Print), ISSN 0976 – 6359(Online), Volume 5, Issue 4, April (2014), pp. 116-122 © IAEME 117 Once a layer is deposited, the powder delivery nozzle and focusing lens assembly is incremented up, and another layer is deposited. The process is repeated until the part is complete. When the process is correctly controlled a wide range of metal like Titanium, Nickel, Cobalt, Steel alloys etc. can be deposited. The as-deposited microstructure is similar to that of an as-welded structure, so post- deposition heat treatment may be required. [6] One of the important features for of the DMD process is the fabrication of parts with accurate geometries. The dimensional accuracy of the parts produced by DMD technique depends on the uniformity and repeatability of deposition height. This can only be achieved if the laser retracted distance is equal to the height of the layer deposited. This fact necessitates knowing in advance the layer thickness deposited so that laser processing head can be retracted by equal distance. This paper, therefore, focuses on a review of the process and various research efforts made to find out the effects of the DMD parameters and the relationship between process parameters and product/process characteristics. Fig1. shows a schematic of the process. Fig.1: Schematic Diagram of the DMD process 2. LBDMD PROCESS PARAMETERS AND PRODUCT CHARACTERISTICS 2.1 Process Parameters In DMD, a large number of operating parameters govern the process. Understanding the relationship between these parameters and their effects on the process are crucial to the geometrical and physical quality of the parts. In general, these parameters are classified into four groups as shown Table 1. Table 1: Main Process Parameters [7] Laser Motion Device Powder Feeder Materials - Average power - Spot size - Wavelength - Pulsed/CW - Beam profile - Laser pulse shaping - Relative velocity - Relative acceleration - System accuracy - Powder feed rate - Inert gas flow arte - Nozzle specification - Powder stream Profile -Substrate geometry - Composition - Powder size - Surface tension - Metallurgical, thermo-physical and optical properties
  • 3. International Journal of Mechanical Engineering and Technology (IJMET), ISSN 0976 – 6340(Print), ISSN 0976 – 6359(Online), Volume 5, Issue 4, April (2014), pp. 116-122 © IAEME 118 2.2 Parts Quality The properties of the deposited layers using the DMD process can be classified in the following four groups: geometrical, mechanical, metallurgical and qualitative properties. Table 2 shows the parameters which contribute to these four groups. Some of these may be inter-related; for instance, the wear resistance can be affected by hardness, the microstructure, the number of cracks and their depth and direction, and the bonding between base materials and substrate. Table 2: Clad properties [7] Geometrical Mechanical Metallurgical Qualitative - Clad dimension - Dilution - Roughness - Hardness Distribution - Residual stress - Wear resistance - Tensile strength - Microstructure - Dilution - Grain size - Homogeneity - Corrosion resistance - Porosity - Cracking 3. PROCESS PARAMETERS AND GEOMETRICAL PROPERTIES In order to comprehend in detail the process nature and furthermore, control the process outcome, a number of numerical and analytical models have been developed for simulation of the process. One of the first attempts to model the process was performed by Picaso et al. [9], who developed a simplified model for predicting the process speed and the powder feed rate for the specified laser power, beam diameter and clad height. Their work concentrated on the multi-pass laser cladding and used analytic three dimensional modelling, having assumed however that powder was pre deposited on the substrate. Kiecher et al. [10] attempted to relate build parameters to deposition using an energy density approach. They integrated the supplied energy over the area of the layer to be built and were able to show that deposition varied linearly with energy density. Their approach only studied two build parameters – laser power and velocity- and did not consider material input, which must also influence deposition. Toyserkani et al.[11,12] investigated the laser cladding process by using transient three dimensional finite element modelling. The effect of the powder feed rate as well as the travel speed were investigated in [11] where as the laser pulse shaping effect was investigated in [12]. These investigations have showed that the clad height increases by decreasing the process speed, or by increasing the powder feed rate and the laser pulse energy or the laser pulse frequency. Kummailil et al.[13] studied the effect of laser power, scan velocity, hatch spacing and powder mass flow rate on deposition using two level fractional designed experiment to develop simple relationships between build parameters and deposition. Their approach did not consider material properties. Result of their designed experiment suggests that increasing mass flow rate or laser power increases deposition, while increasing hatch spacing or scan velocity decreases deposition. According to them mass flow rate and scan velocity seem to have the highest effect on deposition. Also, deposition appears to be related to the product of energy per unit area and mass flow rate through a power relationship as:
  • 4. International Journal of Mechanical Engineering and Technology (IJMET), ISSN 0976 – 6340(Print), ISSN 0976 – 6359(Online), Volume 5, Issue 4, April (2014), pp. 116-122 © IAEME 119 a xu PAm Z     ∆ ∝ (1) where P is the power; A, the absorptivity; m, the mass flow rate rate; ∆x, the hatch spacing and u, the scan velocity. Apart from these four build parameters studied in [13], Kumar et al; [8] considered other builds parameters and material properties also for developing their generalized theoretical model to calculate the layer thickness. They used dimensional analysis as their modelling tool. For physical modelling they have considered DMD as a function of both material delivery and energy delivery. Accordingly, they developed material delivery model and energy delivery model separately considering their associated factors and finally combined them as: 4 1 4 4 1 2 )(     −         ∆ = u PPm TC h CZ c mp f DMD ρ ε Where ZDMD is the layer thickness, ρ the powder density, m powder flow rate, u laser scan velocity, ε absorptivity, hf heat of fusion, Cp specific heat capacity, ∆Tm temperature difference, P laser power, Pc critical power and C dimensionless constant. The validity of this generalized model has been verified from experimental data of H13 and Ti material and it was found in good agreement with experimental finding by other researcher. The error of prediction using this model is 12.899%. Both the model developed in [13] and [8], deposition appears to be through a power relationship within the range of parameters tested. In model by [13], it seems that increasing velocity by one unit should be approximately equivalent to decreasing the mass flow rate by one unit, however, it is not so in model developed by [8]. It is probably due to the other build parameters and material properties considered in same model. Considering surface tension as a dominant phenomenon, Lalas et al.[14] developed an analytical model to estimate the clad width, depth and height. They first calculated the liquid clad volume per unit length by the powder feed rate assuming the substrate is still solid. They then considered substrate and powder both liquefied and estimated the clad geometry. Their model estimates the clad width with a deviation of 1.5% for high powder feed rate and 13% with low powder feed rate when compared with the experimental results. Zhu et al.[15] fabricated thin wall parts of stainless steel 316L with different laser and powder defocusing distances. The found that adopting the powder focussed below the substrate and laser focussed above the substrate process can improve the surface quality. Smuggerskey et al.[16] conducted a set of statistically designed experiments with LENS apparatus consisting of 1.8 kW continuous wave Nd:YAG laser to sort through the various process parameters and identify significant process variable for improving surface finish. With their test material as stainless steel 316L their experimental result suggests that the optimal surface finish is primarily a function of laser power and powder volume. The best surface finish (8 micrometers) should be achieved at an intermediate power of 325 watts, an intermediate flow rate, and will be independent of travel speed. However, Ludovico et al; [17], performed roughness test on Nickel alloy, using six axis machine equipped with a welding head and with a CO2 laser with a maximum power of 3kW. Result for roughness showed that it increases with powder flow rate and laser power but it decreases with scanning speed. It means that good surface sample can be obtained setting the powder flow rate and laser power to the minimum value and the scanning speed to the maximum value. (2)
  • 5. International Journal of Mechanical Engineering and Technology (IJMET), ISSN 0976 – 6340(Print), ISSN 0976 – 6359(Online), Volume 5, Issue 4, April (2014), pp. 116-122 © IAEME 120 The size of the molten pool is also influenced by the heat stored in the substrate or in the previously deposited material. If the heat loss occurs very quickly, the width of the molten pool decreases, on contrary, if the heat loss occurs very slowly, the width of the molten pool increases. Setting the laser power and the processing speed, the width of the molten pool can be determined. This is important because size of the molten pool affects the properties of the final product[18]. Vasinonta et al.[19] has provided a more fundamental understanding of the dependence of melt pool size on process parameters by presenting melt pool length prediction for thin walled structures in the form of “process map” based on non-dimensional process variables. They demonstrated that melt pool length is a strong function of laser power and velocity, and a weak function of preheat temperature. Fig. 2: Parameters interaction and their effect on geometrical characteristics of part 4. CONCLUSION Various parameters involved in Direct Metal Deposition process has been categorized on the basis of laser, motion drive of the system, powder feeder and materials properties. Also, the property of the deposited layer has been classified into different groups such as geometrical, mechanical, metallurgical and qualitative properties. Interaction of these parameters such as dilution, laser power distribution, powder flow rate etc has been discussed and finally the research conducted by various authors and their methodology in terms of geometrical characteristics of the parts produced through Direct Metal Deposition has been reviewed and presented in the table.3. Direct Metal Deposition Energy Delivery System & associated factors: Laser power Critical power to initiate melting Absorptivity Focal point position Spot size Temperature difference Specific heat capacity Heat of fusion Material Delivery System & associated factors: Powder shape, size Nozzle geometry Nozzle stand-off-distance Shielding gas flow rate Feeder type Powder composition Powder density Thermal property of powder Laser Power Density Powder flow rate Melt pool temperature Dilution Laser scan velocity Clad heightClad width Cladding rate Overlap factor Surface finish Geometrical characteristics Miscellaneous factors: Powder catchment efficiency Substrate temperature Interaction time Microstructure Layer bonding
  • 6. International Journal of Mechanical Engineering and Technology (IJMET), ISSN 0976 – 6340(Print), ISSN 0976 – 6359(Online), Volume 5, Issue 4, April (2014), pp. 116-122 © IAEME 121 Table 3: Summary of the reviewed papers S. No. Author Title of the Paper Year Parameters considered Characteristics of the parts studied Methodology 1. Picaso et.al A simple but realistic model for laser cladding 1994 Process speed and the powder feed rate Clad height Analytic three – dimensional modelling 2. Kiecher et al. The laser forming of metallic components using particulate materials 1997 Laser power and scanning speed Deposition Energy density approach. 3. Smugeresky et. al Laser Engineered Net Shaping(LENSTM ) Process: Optimization of Surface finish and Microstructural Properties 1997 Laser power and powder volume Surface finish Design of Experiment *4. Lewis et.al Practical considerations and capabilities for laser assisted direct metal deposition 2000 laser power and the processing speed Melt pool size 5. Vasinonta et.al A process map for consistent build conditions in the solid freeform fabrication of Thin – Walled Structure 2001 Laser power and velocity Melt –Pool length Process Map 6. Toyserkani et. al Three- dimensional finite element modelling of laser cladding by powder injection: effect of powder feed rate and travel speed on the process 2003 Powder feed rate and travel speed Clad height Transient three dimensional finite element modelling 7. Toyserkani et. al Three- dimensional finite element modelling of laser cladding by powder injection: effect of laser pulse shaping on the process 2004 Laser pulse shaping Clad height Transient three dimensional finite element modelling 8. Kummailil et.al Effect of select LENSTM processing parameters on the deposition of Ti- 6Al-4V 2005 Laser power, scan velocity, hatch spacing and powder mass flow rate Clad height Two level fractional designed experiment 9. Lalas et. Al An analytical model of the laser clad geometry 2007 Powder feed rate Clad geometry Analytical modelling 11. Zhu et. Al The influence of laser and powder defocusing characteristics on the surface quality in laser direct metal deposition 2012 laser and powder defocusing characteristics Track height & Surface quality Theoretical calculation, adjusting relative locations of focus points 10. KumarS et. Al Determination of layer thickness in direct metal deposition using dimensional analysis 2013 Both build parameters and material properties Layer thickness Dimensional analysis 12. Ludovico et.al Experimental analysis of the direct laser metal deposition process 2013 powder flow rate and laser power Roughness Design of Experiment 5. REFERENCES [1] Krar S (2007) Direct metal deposition: manufacturing at the speed of light. p 3 [2] Bieler TR et al (1998) Trends in materials and manufacturing technologies for transportation industries and powder metallurgy research and development in th transportation industry. Wiley, p. 406. [3] Xiuli H, Lijun S, Gang Y et al (2011) Solute transport and composition profile during direct metal deposition with coaxial powder injection. Appl Surf Sci 258:898-907. [4] Santos EC, Shiomi M, Osakada K, Laoui T (2006) Rapid manufacturing of metal components by laser forming. Int J Mech Tool Manuf 46:1459-1468.
  • 7. International Journal of Mechanical Engineering and Technology (IJMET), ISSN 0976 – 6340(Print), ISSN 0976 – 6359(Online), Volume 5, Issue 4, April (2014), pp. 116-122 © IAEME 122 [5] Kumar A, Paul CP, Pathak AK (2012) A finer modelling approach for numerically predicting single track geometry in two dimensions during Laser Rapid Manufacturing. Opt Laser Technol 44:559-565. [6] Pinkerton AJ, Wang Li L (2008) Component repair using laser direct metal deposition. Proc ImechE Part B: J Eng Manuf 222:827-835. [7] Schneider M, (1998) “Laser cladding with powder: effect of some machining parameters on clad properties”, Ph.D thesis University of Twente, Enshede, The Netherlands [8] Kumar S, Sharma V, Kumar, Choudhary AKS, et al (2013) Determination of layer thickness in direct metal deposition using dimensional analysis: Int J Adv Manuf Technol, 67:2681-2687. [9] Picaso M. Marsden CF, Wagniere JD, Frenk A, Rappaz M (1994) A simple but realistic model for laser cladding. Metall Mater Trans (25B): 281-291. [10] Kiecher, D.M. and Smugeresky, J.E (1997) The laser forming of metallic components using particulate materials. Journal of materials 49(5):51-54. [11] Toyserkani E, Khajepour A, Corbin S (2003) Three- dimensional finite element modelling of laser cladding by powder injection: effect of powder feed rate and travel speed on the process. J Laser Appl 15(3): 153-160. [12] Toyserkani E, Khajepour A, Corbin S (2004) Three- dimensional finite element modelling of laser cladding by powder injection: effect of laser pulse shaping on the process. Opt Laser Eng. 41: 849-869. [13] Kummaili J,Sammarco C, Skinner D, Brown C. A, Rong K (2005) Effect of select LENSTM processing parameters on the deposition of Ti-6Al-4V. J of Manufacturing Processes 7(1): 42-50. [14] Lalas C, Tsirbas K, Salonitis K, Chryssolouris G (2007) An analytical model of the laser clad geometry. Int J Adv Manuf Technol 32:34-41. [15] Zhu Gangxian, Li Dichen, Zhang Anfeng, Pi Gang, Tang Yiping (2012) The influence of laser and powder defocusing characteristics on the surface quality in laser direct metal deposition. Optics & Laser Technology 44:349-356. [16] Smugeresky J.E, Keicher D.M, Romero J.A, Griffith M.L and Harwell L.D (1997) Laser Engineered Net Shaping(LENSTM ) Process: Optimization of Surface finish and Microstructural Properties. OSTI:SAND-97-8652C. [17] Ludovico A. D., Angelastro A and Campanelli S. L(2013) Experimental analysis of the direct laser metal deposition process. www.intechopen.com. [18] Lewis G.K & Schlienger E (2000) Practical considerations and capabilities for laser assisted direct metal deposition. Materials and Design 21(4):417-423. [19] Vasinonta A., Beuth J. L., Griffith M. (2001) A process map for consistent build conditions in the solid freeform fabrication of Thin – Walled Structure. J. Manuf. Sci. Eng., 123:615-622. [20] S.Natarajan, Dr.S.Muralidharan and N.L.Maharaja, “Investigation of Significance in Phase Transformation of Powder Metallurgy Steel Components During Heat Treatment- A Practicable Approach”, International Journal of Mechanical Engineering & Technology (IJMET), Volume 4, Issue 2, 2013, pp. 189 - 195, ISSN Print: 0976-6340, ISSN Online: 0976-6359. [21] Iessa Sabbe Moosa, “Powder Metallurgy and its Application in the Production of Permanent Magnets”, International Journal of Advanced Research in Engineering & Technology (IJARET), Volume 4, Issue 6, 2013, pp. 127 - 141, ISSN Print: 0976-6480, ISSN Online: 0976-6499.