SlideShare a Scribd company logo
1 of 4
Download to read offline
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072
ยฉ 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1673
Influence and Effect of Manufacturing on Nozzle Performance
H.G.Patil1, B.C.Londhe2
1 PG student (Design Engg.), S.N.D. COE & RC Yeola, SPPU, Pune.
2 Professor, Dept.of Mechanical Engineering, S.N.D. COE & RC Yeola, SPPU, Pune.
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - In appropriate function of nozzle will lead to
waste of manpower and material resources. In the
environment of global competition, customers are becoming
more demanding about all deliverables especially on
Delivery, Quality& Price. Experimental work involves
optimization of nozzle geometry and manufacturing
process, so as to enhance the performance of nozzle on
functional test bench. Work aims to reduce the rejection of
nozzles on test bench below 1% of total parts produced and
to achieve above mentioned deliverables. With the help of
problem solving technique such as data collection, DOE
(Design of experiment) tools root cause is found. Prior to
experimentation error in measurement system is eliminated
by ISO plot. From Paired comparison of 8 good & 8 bad
nozzles, SSVโ€™s (Suspective source of variation) are found
such as guide clearances, body form, body delta and beta
factor. Trials were taken to reconfirm the SSVโ€™s. Range
derived from experimentation of SSVโ€™s is used for validation.
After required necessary action taken, nozzles are tested on
Test bench to confirm the yield of the action taken.
Key Words: Body form, Body delta, DOE, Nozzle
geometry.
1. INTRODUCTION
The Diesel Engine is used in various aspects i.e. from
Goods and passenger transportation, power generation,
cranes etc. Ever stricter requirements for lower fuel
consumption and reduced emissions call for better
solution. The key elements affecting this process in a
diesel engine is the fuel injection system (FIS) where an
injection nozzle plays an important role in dispersion of
the fuel. There have been studies on Injector Nozzle
explaining the critical parameters of Nozzle and their
effect on performance. F.J.Salvador et al [1], explained,
nozzle with lowest inclination angle and highest hydro-
erosion level has 15% more mass flow rate and 8% more
effective velocity as compared to nozzle with the highest
inclination and lowest hydro-erosion level .V. Lazarev et al
[2], explained, with decreasing the height of top cylindrical
precision interface from 10 mm to 5 mm leads to increase
in the mass flow rate of the leakage from 0,43 kg/h to 0,6
kg/h.Weidi Huang at al [3], studied Needle lifts in diesel
nozzle under different injection pulse durations. Nozzle
liquid jet dynamics is affected by needle lift and injection
pressure irrespective of needle opening or closing.
Insufficient needle lift under the short injection-pulse
duration may affect mass flow rate.
With the help of studies, critical parameters of nozzle and
manufacturing were found which may be suspective
source of variation, leading to rejection of nozzles on test
bench. It is observed that given design parameters or
tolerances at design stage may not yield the required
result. So as to enhance the yield, manufacturing
tolerances may need to be optimized. Shaininโ€™s DOE
methodology is used to find the SSVโ€™s. Validation is done
by comparing to confirm the cause.
2. ELIMINATION OF PROBLEM IN MEASURMENT
SYSTEM
ISO plot is used to verify the impact of measurement
system. Wide range of parts is considered, out of tolerance
parts are also measured and repeatability of measurement
is determined.
Chart- 1: ISO plot of functional test bench stations
MDelta
PDelta
ratioationDiscri
_
_
_min ๏€ฝ
In the Fig. 1 ISO plot discrimination ratio is less than 6
which is minimum condition to conclude that
measurement system is ok.
3. TO VERIFY EFFECT OF TOP FACE SEALING
A Flatness and waviness checking of 8 good and 8 bad
parts is done on the Zygo machine for top surface of the
nozzles. This is aimed to obtain data in table1. which would
reveal the effect of top surface profile of the nozzles on the
guide leakage (Dpf) rejection. The Zygo machine test
provides the data of the top surface such as the Flatness,
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072
ยฉ 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1674
Waviness and Surface roughness of both the body and the
needle.
Table -1: Observation and end Count table for body
flatness and waviness
Observation table End Count Calculations
Sr
No. Flatness Waviness
Sr
No. Flatness
Sr
No. Waviness
B1 2.028 1.395 G6 1.713 G7 0.099
B2 1.976 0.106 G7 1.718 B2 0.106
B3 1.824 0.127 B3 1.824 B4 0.124
B4 1.934 0.124 G8 1.827 B3 0.127
B5 2.313 0.32 B4 1.934 G8 0.138
B6 2.064 0.474 G5 1.937 G4 0.142
B7 3.016 0.955 ๏ƒ  B2 1.976 G2 0.146
B8 3.248 1.454 B1 2.028 G5 0.148
G1 2.261 0.157 B6 2.064 G6 0.148
G2 2.905 0.146 G1 2.261 G1 0.157
G3 3.238 0.362 B5 2.313 B5 0.32
G4 2.96 0.142 G2 2.905 G3 0.362
G5 1.937 0.148 G4 2.96 B6 0.474
G6 1.713 0.148 B7 3.016 B7 0.955
G7 1.718 0.099 G3 3.238 B1 1.395
G8 1.827 0.138 B8 3.248 B8 1.454
Count-3 Count-5
BODY FLATNESS
Chart- 2: View of display from ZYGO machine for Body
Flatness.
Body WAVINESS
Chart- 3: View of display from ZYGO machine for Body
Waviness.
It reveals no involvement of Surface finish parameter on
the Dpf (guide)rejections. As a result the possibility of
involvement of this parameter in the guide leakage is
eliminated.
4. FINDING OF SSVโ€™S: PAIRED COMPARISON
The tool used in primary stage is โ€œPAIRED COMPARISONโ€™.
This tool uses a small sample consisting of good parts and
bad parts to further narrow down the range of potential
sources of variation. Here 8 BOB(Best Of Best) and 8
WOW(Worst Of Worst) parts are collected and then their
parameters are checked again on the nozzle assembly
benches. Following are some data from tests.
Table - 2: Observation table of all SSVs on Nozzle
assembly bench.
Sr
No. Dpf
Body
Delta
Needle
Delta
Needle
Form
Body
Form
FSP
Seat
FSP
Mid
FSP
Top
B1 5.56 0.5 0.8 -0.51 0.29 2.5 2.9 2.7
B2 5.43 0.7 0.4 0.13 0.56 2.9 2.7 2.1
B3 5.43 0.5 0.5 0.08 0.02 2.6 2.7 2.4
B4 5.65 0.4 0.5 0.05 0.06 2.7 2.9 2.7
B5 5.57 0.7 0.4 -0.06 -0.48 2.6 2.8 2.2
B6 6.55 0.5 0.6 -0.04 -0.37 2.5 2.8 3
B7 5.37 0.2 0.4 0.15 0.15 2.9 2.7 2.6
B8 5.67 0.8 0.6 0.23 0.18 2.9 2.6 2.3
G1 3.44 0.5 0.8 0.38 -0.39 1.9 2 2
G2 2.67 0.3 0.4 0.11 -0.5 2.5 2.4 2.5
G3 2.97 0.4 0.7 -0.05 -0.37 1.8 2 2.1
G4 1.53 0.2 0.5 0.24 0.05 2.5 2.1 2.3
G5 2.6 0.4 0.5 -0.34 -0.34 1.9 2 2.3
G6 2.53 0.4 0.9 0.12 -0.25 2.2 2.2 2.3
G7 2.73 0.4 0.6 0.21 -0.15 2.2 2 2.1
G8 2.52 0.3 0.6 -0.15 -0.32 2.3 2.3 2.5
Following data table gives us a complete idea of the end
count pertaining to Noโ€™s of trials taken for data collection
Table 4: Count Values for Assembly Parameters.
Thus, 4 SSVโ€™s brought to light by paired comparison were
as follows: FSP SEAT, FSP MID, BODY FORM, BODY DELTA.
4. TO VERIFY MAIN EFFECT: FULL FACTORIAL
The daily rejected random samples of nozzles were
collected from the final test line. Rejected nozzles were
checked on nozzle assembly bench. It gave the range of
values of SSV.
PAKO
Bench
Body
Delta
Needle
Delta
Body
Form
Needle
Form
FSP
Seat
FSP
Mid
FSP
Top
Trial 1 7 2 6 3 16 16 7
Trial 2 14 4 5 4 16 16 3
Trial 3 12 2 11 5 16 12 5
Trial 4 16 7 10 3 16 9 6
Trail 5 12 2 9 5 16 14 6
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072
ยฉ 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1675
Body Form Effect
Chart- 4: Body Form versus Rejected Parts.
Body Delta
Chart- 5: Body Delta versus Rejected Parts
Chart- 6: Main effect plot of factors on FSP seat.
It was interesting to note that the daily rejected WOW
parts which were later monitored in nozzle assembly
bench gave the range of values of SSVs i.e. Body Form and
Body Delta, obtained from fig 4 & 5. As a result a specific
band or range was highlighted in which the values of these
parameters were consistently lying. Fig 6 Shows body form
and delta have the effect on FSP. The range of the SSVs
highlighted is as tabulated below.
Table 5: Ranges are defined from experiment for SSVs.
5. TO VERIFY EFFECT OF NEEDLE LIFTS
Chart- 7: Needle lift with respect to body surface.
Chart 7 clearly reveals that needle lift have no effect on
rejection .
6. RESULTS AND DISCUSSIONS
With the derived values of SSVโ€™s changes was done in the
program. Nozzles produced were passed through the test
line, the effect of control parameters and result are plotted
as below.
Chart- 8: Dpf Values versus FSP seat (BOB)
Chart 8 Shows, all parts produced were within the
specification i.e. 0% rejection. It implies that FSP seat max
value should be 2.5.
Parameter BOB Range WOW
Range
Validation
Program
Body Form -0.31 to
0.06
0.14 to 1.05 -1.2 to 0.1
Body Delta 0.2 to 0.4 0.5 to 1.1 0 to 0.4
FSP Seat 2.2 to 2.5 2.6 to 3.2 1.7 to 2.5
FSP Mid 2.2 to 2.5 2.6 to 3.0 2.0 to 2.6
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072
ยฉ 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1676
Chart- 9: Dpf Values versus body form (BOB)
Chart. 9 shows, all parts produced were within the
specification i.e. 0% rejection. It implies that body form
max value should be 0.1.
Chart- 10: Dpf Values versus body delta (BOB)
Chart10 shows, all parts produced were within the
specification i.e. 0% rejection. It implies body delta max
value should be 0.4.
When this control limit is put as trial for long run
production, the rejection percentage was less than 0.7%.
Chart- 11: Dpf Value run chart for better conditions
Chart. 11shows all parts with controlled product tolerances
as referred in table 5,for best of best range of each SSVโ€™s,
when passed through test bench.
Thus trials confirmed the causes highlighted in the
previous stage and made it certain that the mentioned
parameters and their corresponding values stated are the
major contributing factors for rejection on test bench.
6. CONCLUSION
Paired comparison and Full factorial tools were
successfully used to find the contributing factors for
rejection of nozzles on test bench. Seat FSP i.e. clearance
between the body inner diameter near the collar and the
outer diameter of the needle in the same portion (FSP Seat)
is a key parameter having a great effect on the final
rejections but can be controlled to a certain extent. A
control can be achieved on the guide clearance by directly
establishing control limits on the values of body form and
delta which are too significant contributors to the guide
leakage phenomenon.
ACKNOWLEDGEMENT
Thanks to Prof. LONDHE B.C. for his valuable guidance and
continuous support during the course of this work.
REFERENCES
[1] F.J. Salvador, M. Carreres, D. Jaramillo, J. Martรญnez-
Lรณpez, โ€œAnalysis of the combined effect of hydrogrinding
process and inclination angle of hydraulic performance of
diesel injection nozzlesโ€, University of Politรจcnica de
Valรจncia, Camino de Vera, Spain, PP-1352โ€“1365, 2015.
[2] V. Lazarev, G. Lomakin, E. Lazarev, โ€œModeling of
Injection Parameters for Diesel Engine Injector Nozzles
with the Additional Precision Guiding Interfaceโ€, South
Ural State University, Chelyabinsk, Russian Federation, PP-
52โ€“60,2016.
[3] Weidi Huang, Seoksu Moon, Katsuyuki Ohsawa, โ€œNear-
nozzle dynamics of diesel spray under varied needle lifts
and its prediction using analytical modelโ€, Department of
Mechanical Engineering, Tottori University, Japan, PP-292-
300, 2016.
[4] Federico Brusiania, Stefania Falfaria, Piero Pellonia,
โ€œInfluence of the Diesel injector hole geometry on the flow
conditions emerging from the nozzleโ€, University of
Bologna,Bologna, PP-749-758, 22014.
[5] Tong Haoa, Li Yonga, Zhang Longa, Li Baoquan,
โ€œMechanism design and process control of micro EDM for
drilling spray holes of diesel injector nozzlesโ€, Department
of Precision Instruments and Mechanology/State Key
Laboratory of Tribology, Tsinghua University, Beijing
100084, China, PP-213-221, 2013.
0
1
2
3
4
5
6
-0.4 -0.3 -0.2 -0.1 0 0.1 0.2
DpfValue
Body Form
BETTER (Dpf Trial)
0
1
2
3
4
5
6
0 0.1 0.2 0.3 0.4 0.5
DpfValue
Body Delta
BETTER (Dpf Trial)

More Related Content

What's hot

Turning parameters optimization for surface roughness by taguchi method
Turning parameters optimization for surface roughness by taguchi methodTurning parameters optimization for surface roughness by taguchi method
Turning parameters optimization for surface roughness by taguchi method
IAEME Publication
ย 

What's hot (7)

Apo news sep oct2015_sixsigmacasestudy
Apo news sep oct2015_sixsigmacasestudyApo news sep oct2015_sixsigmacasestudy
Apo news sep oct2015_sixsigmacasestudy
ย 
30120140501011 2-3
30120140501011 2-330120140501011 2-3
30120140501011 2-3
ย 
Turning parameters optimization for surface roughness by taguchi method
Turning parameters optimization for surface roughness by taguchi methodTurning parameters optimization for surface roughness by taguchi method
Turning parameters optimization for surface roughness by taguchi method
ย 
30120140504013
3012014050401330120140504013
30120140504013
ย 
Design and Analysis of fluid flow in AISI 1008 Steel reduction gear box
Design and Analysis of fluid flow in AISI 1008 Steel reduction gear boxDesign and Analysis of fluid flow in AISI 1008 Steel reduction gear box
Design and Analysis of fluid flow in AISI 1008 Steel reduction gear box
ย 
Significancy Test For The Control Parameters Considered In Weld Bead Geometry...
Significancy Test For The Control Parameters Considered In Weld Bead Geometry...Significancy Test For The Control Parameters Considered In Weld Bead Geometry...
Significancy Test For The Control Parameters Considered In Weld Bead Geometry...
ย 
Aa04507153160
Aa04507153160Aa04507153160
Aa04507153160
ย 

Similar to Influence and Effect of Manufacturing on Nozzle Performance

DoE Project
DoE ProjectDoE Project
DoE Project
Nisarg Shah
ย 

Similar to Influence and Effect of Manufacturing on Nozzle Performance (20)

Effect of Abrasive on Water Jet Nozzle
Effect of Abrasive on Water Jet NozzleEffect of Abrasive on Water Jet Nozzle
Effect of Abrasive on Water Jet Nozzle
ย 
Optimization of Machining Parameters for Turned Parts Through Taguchiรƒยขรขโ€šยฌรขโ€žยข...
Optimization of Machining Parameters for Turned Parts Through Taguchiรƒยขรขโ€šยฌรขโ€žยข...Optimization of Machining Parameters for Turned Parts Through Taguchiรƒยขรขโ€šยฌรขโ€žยข...
Optimization of Machining Parameters for Turned Parts Through Taguchiรƒยขรขโ€šยฌรขโ€žยข...
ย 
Finite Element Analysis, Harmonic Analysis and Modal Analysis of the Car Floo...
Finite Element Analysis, Harmonic Analysis and Modal Analysis of the Car Floo...Finite Element Analysis, Harmonic Analysis and Modal Analysis of the Car Floo...
Finite Element Analysis, Harmonic Analysis and Modal Analysis of the Car Floo...
ย 
F04563337
F04563337F04563337
F04563337
ย 
IRJET-Vibratory Bowl Feeder: A Graphical Analysis of its Performance for Feed...
IRJET-Vibratory Bowl Feeder: A Graphical Analysis of its Performance for Feed...IRJET-Vibratory Bowl Feeder: A Graphical Analysis of its Performance for Feed...
IRJET-Vibratory Bowl Feeder: A Graphical Analysis of its Performance for Feed...
ย 
Vibration Analysis of a Centrifugal Pump
Vibration Analysis of a Centrifugal PumpVibration Analysis of a Centrifugal Pump
Vibration Analysis of a Centrifugal Pump
ย 
An experimental study on factors affecting Cold Extrusion of steels
An experimental study on factors affecting Cold Extrusion of steelsAn experimental study on factors affecting Cold Extrusion of steels
An experimental study on factors affecting Cold Extrusion of steels
ย 
Study of effect of process parameter setting on porosity levels of aluminium ...
Study of effect of process parameter setting on porosity levels of aluminium ...Study of effect of process parameter setting on porosity levels of aluminium ...
Study of effect of process parameter setting on porosity levels of aluminium ...
ย 
C0941217
C0941217C0941217
C0941217
ย 
IRJET- Flash Reduction in Pressure Die Casting using Taguchiโ€™s Doe
IRJET- Flash Reduction in Pressure Die Casting using Taguchiโ€™s DoeIRJET- Flash Reduction in Pressure Die Casting using Taguchiโ€™s Doe
IRJET- Flash Reduction in Pressure Die Casting using Taguchiโ€™s Doe
ย 
IRJET- Parametric Optimization of Flexure Bearing using FEA
IRJET- Parametric Optimization of Flexure Bearing using FEAIRJET- Parametric Optimization of Flexure Bearing using FEA
IRJET- Parametric Optimization of Flexure Bearing using FEA
ย 
IRJET- Use of Casting Simulation for Yield Improvement.
IRJET- Use of Casting Simulation for Yield Improvement.IRJET- Use of Casting Simulation for Yield Improvement.
IRJET- Use of Casting Simulation for Yield Improvement.
ย 
IRJET- Analysis of Random Error of Portable-Coordinate Measuring ARM
IRJET-  	  Analysis of Random Error of Portable-Coordinate Measuring ARMIRJET-  	  Analysis of Random Error of Portable-Coordinate Measuring ARM
IRJET- Analysis of Random Error of Portable-Coordinate Measuring ARM
ย 
Design Optimization and CFD Analysis of Car using Active Mounting to Reduce D...
Design Optimization and CFD Analysis of Car using Active Mounting to Reduce D...Design Optimization and CFD Analysis of Car using Active Mounting to Reduce D...
Design Optimization and CFD Analysis of Car using Active Mounting to Reduce D...
ย 
IRJET - Analysis of Rejection of Square Piston and its Remedies
IRJET -  	  Analysis of Rejection of Square Piston and its RemediesIRJET -  	  Analysis of Rejection of Square Piston and its Remedies
IRJET - Analysis of Rejection of Square Piston and its Remedies
ย 
IRJET- Productivity Improvement of Assembly Workstation in a Small Scale ...
IRJET-  	  Productivity Improvement of Assembly Workstation in a Small Scale ...IRJET-  	  Productivity Improvement of Assembly Workstation in a Small Scale ...
IRJET- Productivity Improvement of Assembly Workstation in a Small Scale ...
ย 
IRJET- LPG Tank Burst Pressure Determination using FEM
IRJET- LPG Tank Burst Pressure Determination using FEMIRJET- LPG Tank Burst Pressure Determination using FEM
IRJET- LPG Tank Burst Pressure Determination using FEM
ย 
DoE Project
DoE ProjectDoE Project
DoE Project
ย 
EFFECT OF PROCESS PARAMETERS ON FLATNESS OF PLASTIC COMPONENT
EFFECT OF PROCESS PARAMETERS ON FLATNESS OF PLASTIC COMPONENT EFFECT OF PROCESS PARAMETERS ON FLATNESS OF PLASTIC COMPONENT
EFFECT OF PROCESS PARAMETERS ON FLATNESS OF PLASTIC COMPONENT
ย 
Performance Optimization of Steam Jet Ejector Using CFD A Review
Performance Optimization of Steam Jet Ejector Using CFD A ReviewPerformance Optimization of Steam Jet Ejector Using CFD A Review
Performance Optimization of Steam Jet Ejector Using CFD A Review
ย 

More from IRJET Journal

More from IRJET Journal (20)

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
ย 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
ย 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
ย 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
ย 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
ย 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
ย 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
ย 
A Review of โ€œSeismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of โ€œSeismic Response of RC Structures Having Plan and Vertical Irreg...A Review of โ€œSeismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of โ€œSeismic Response of RC Structures Having Plan and Vertical Irreg...
ย 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
ย 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
ย 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
ย 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
ย 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
ย 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
ย 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
ย 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
ย 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
ย 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
ย 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
ย 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
ย 

Recently uploaded

VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
SUHANI PANDEY
ย 
Call Girls In Bangalore โ˜Ž 7737669865 ๐Ÿฅต Book Your One night Stand
Call Girls In Bangalore โ˜Ž 7737669865 ๐Ÿฅต Book Your One night StandCall Girls In Bangalore โ˜Ž 7737669865 ๐Ÿฅต Book Your One night Stand
Call Girls In Bangalore โ˜Ž 7737669865 ๐Ÿฅต Book Your One night Stand
amitlee9823
ย 
notes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.pptnotes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.ppt
MsecMca
ย 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Christo Ananth
ย 
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
ssuser89054b
ย 
AKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes ---  Unit 3.pdfAKTU Computer Networks notes ---  Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdf
ankushspencer015
ย 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
dollysharma2066
ย 
Call Girls in Ramesh Nagar Delhi ๐Ÿ’ฏ Call Us ๐Ÿ”9953056974 ๐Ÿ” Escort Service
Call Girls in Ramesh Nagar Delhi ๐Ÿ’ฏ Call Us ๐Ÿ”9953056974 ๐Ÿ” Escort ServiceCall Girls in Ramesh Nagar Delhi ๐Ÿ’ฏ Call Us ๐Ÿ”9953056974 ๐Ÿ” Escort Service
Call Girls in Ramesh Nagar Delhi ๐Ÿ’ฏ Call Us ๐Ÿ”9953056974 ๐Ÿ” Escort Service
9953056974 Low Rate Call Girls In Saket, Delhi NCR
ย 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Christo Ananth
ย 

Recently uploaded (20)

VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
ย 
Online banking management system project.pdf
Online banking management system project.pdfOnline banking management system project.pdf
Online banking management system project.pdf
ย 
Call Girls In Bangalore โ˜Ž 7737669865 ๐Ÿฅต Book Your One night Stand
Call Girls In Bangalore โ˜Ž 7737669865 ๐Ÿฅต Book Your One night StandCall Girls In Bangalore โ˜Ž 7737669865 ๐Ÿฅต Book Your One night Stand
Call Girls In Bangalore โ˜Ž 7737669865 ๐Ÿฅต Book Your One night Stand
ย 
Call for Papers - International Journal of Intelligent Systems and Applicatio...
Call for Papers - International Journal of Intelligent Systems and Applicatio...Call for Papers - International Journal of Intelligent Systems and Applicatio...
Call for Papers - International Journal of Intelligent Systems and Applicatio...
ย 
Generative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPTGenerative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPT
ย 
notes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.pptnotes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.ppt
ย 
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Manchar 8250192130 Will You Miss This Cha...
ย 
University management System project report..pdf
University management System project report..pdfUniversity management System project report..pdf
University management System project report..pdf
ย 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
ย 
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
ย 
AKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes ---  Unit 3.pdfAKTU Computer Networks notes ---  Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdf
ย 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
ย 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
ย 
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
ย 
data_management_and _data_science_cheat_sheet.pdf
data_management_and _data_science_cheat_sheet.pdfdata_management_and _data_science_cheat_sheet.pdf
data_management_and _data_science_cheat_sheet.pdf
ย 
Thermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VThermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - V
ย 
Call Girls in Ramesh Nagar Delhi ๐Ÿ’ฏ Call Us ๐Ÿ”9953056974 ๐Ÿ” Escort Service
Call Girls in Ramesh Nagar Delhi ๐Ÿ’ฏ Call Us ๐Ÿ”9953056974 ๐Ÿ” Escort ServiceCall Girls in Ramesh Nagar Delhi ๐Ÿ’ฏ Call Us ๐Ÿ”9953056974 ๐Ÿ” Escort Service
Call Girls in Ramesh Nagar Delhi ๐Ÿ’ฏ Call Us ๐Ÿ”9953056974 ๐Ÿ” Escort Service
ย 
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELL
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELLPVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELL
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELL
ย 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
ย 
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordCCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
ย 

Influence and Effect of Manufacturing on Nozzle Performance

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072 ยฉ 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1673 Influence and Effect of Manufacturing on Nozzle Performance H.G.Patil1, B.C.Londhe2 1 PG student (Design Engg.), S.N.D. COE & RC Yeola, SPPU, Pune. 2 Professor, Dept.of Mechanical Engineering, S.N.D. COE & RC Yeola, SPPU, Pune. ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - In appropriate function of nozzle will lead to waste of manpower and material resources. In the environment of global competition, customers are becoming more demanding about all deliverables especially on Delivery, Quality& Price. Experimental work involves optimization of nozzle geometry and manufacturing process, so as to enhance the performance of nozzle on functional test bench. Work aims to reduce the rejection of nozzles on test bench below 1% of total parts produced and to achieve above mentioned deliverables. With the help of problem solving technique such as data collection, DOE (Design of experiment) tools root cause is found. Prior to experimentation error in measurement system is eliminated by ISO plot. From Paired comparison of 8 good & 8 bad nozzles, SSVโ€™s (Suspective source of variation) are found such as guide clearances, body form, body delta and beta factor. Trials were taken to reconfirm the SSVโ€™s. Range derived from experimentation of SSVโ€™s is used for validation. After required necessary action taken, nozzles are tested on Test bench to confirm the yield of the action taken. Key Words: Body form, Body delta, DOE, Nozzle geometry. 1. INTRODUCTION The Diesel Engine is used in various aspects i.e. from Goods and passenger transportation, power generation, cranes etc. Ever stricter requirements for lower fuel consumption and reduced emissions call for better solution. The key elements affecting this process in a diesel engine is the fuel injection system (FIS) where an injection nozzle plays an important role in dispersion of the fuel. There have been studies on Injector Nozzle explaining the critical parameters of Nozzle and their effect on performance. F.J.Salvador et al [1], explained, nozzle with lowest inclination angle and highest hydro- erosion level has 15% more mass flow rate and 8% more effective velocity as compared to nozzle with the highest inclination and lowest hydro-erosion level .V. Lazarev et al [2], explained, with decreasing the height of top cylindrical precision interface from 10 mm to 5 mm leads to increase in the mass flow rate of the leakage from 0,43 kg/h to 0,6 kg/h.Weidi Huang at al [3], studied Needle lifts in diesel nozzle under different injection pulse durations. Nozzle liquid jet dynamics is affected by needle lift and injection pressure irrespective of needle opening or closing. Insufficient needle lift under the short injection-pulse duration may affect mass flow rate. With the help of studies, critical parameters of nozzle and manufacturing were found which may be suspective source of variation, leading to rejection of nozzles on test bench. It is observed that given design parameters or tolerances at design stage may not yield the required result. So as to enhance the yield, manufacturing tolerances may need to be optimized. Shaininโ€™s DOE methodology is used to find the SSVโ€™s. Validation is done by comparing to confirm the cause. 2. ELIMINATION OF PROBLEM IN MEASURMENT SYSTEM ISO plot is used to verify the impact of measurement system. Wide range of parts is considered, out of tolerance parts are also measured and repeatability of measurement is determined. Chart- 1: ISO plot of functional test bench stations MDelta PDelta ratioationDiscri _ _ _min ๏€ฝ In the Fig. 1 ISO plot discrimination ratio is less than 6 which is minimum condition to conclude that measurement system is ok. 3. TO VERIFY EFFECT OF TOP FACE SEALING A Flatness and waviness checking of 8 good and 8 bad parts is done on the Zygo machine for top surface of the nozzles. This is aimed to obtain data in table1. which would reveal the effect of top surface profile of the nozzles on the guide leakage (Dpf) rejection. The Zygo machine test provides the data of the top surface such as the Flatness,
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072 ยฉ 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1674 Waviness and Surface roughness of both the body and the needle. Table -1: Observation and end Count table for body flatness and waviness Observation table End Count Calculations Sr No. Flatness Waviness Sr No. Flatness Sr No. Waviness B1 2.028 1.395 G6 1.713 G7 0.099 B2 1.976 0.106 G7 1.718 B2 0.106 B3 1.824 0.127 B3 1.824 B4 0.124 B4 1.934 0.124 G8 1.827 B3 0.127 B5 2.313 0.32 B4 1.934 G8 0.138 B6 2.064 0.474 G5 1.937 G4 0.142 B7 3.016 0.955 ๏ƒ  B2 1.976 G2 0.146 B8 3.248 1.454 B1 2.028 G5 0.148 G1 2.261 0.157 B6 2.064 G6 0.148 G2 2.905 0.146 G1 2.261 G1 0.157 G3 3.238 0.362 B5 2.313 B5 0.32 G4 2.96 0.142 G2 2.905 G3 0.362 G5 1.937 0.148 G4 2.96 B6 0.474 G6 1.713 0.148 B7 3.016 B7 0.955 G7 1.718 0.099 G3 3.238 B1 1.395 G8 1.827 0.138 B8 3.248 B8 1.454 Count-3 Count-5 BODY FLATNESS Chart- 2: View of display from ZYGO machine for Body Flatness. Body WAVINESS Chart- 3: View of display from ZYGO machine for Body Waviness. It reveals no involvement of Surface finish parameter on the Dpf (guide)rejections. As a result the possibility of involvement of this parameter in the guide leakage is eliminated. 4. FINDING OF SSVโ€™S: PAIRED COMPARISON The tool used in primary stage is โ€œPAIRED COMPARISONโ€™. This tool uses a small sample consisting of good parts and bad parts to further narrow down the range of potential sources of variation. Here 8 BOB(Best Of Best) and 8 WOW(Worst Of Worst) parts are collected and then their parameters are checked again on the nozzle assembly benches. Following are some data from tests. Table - 2: Observation table of all SSVs on Nozzle assembly bench. Sr No. Dpf Body Delta Needle Delta Needle Form Body Form FSP Seat FSP Mid FSP Top B1 5.56 0.5 0.8 -0.51 0.29 2.5 2.9 2.7 B2 5.43 0.7 0.4 0.13 0.56 2.9 2.7 2.1 B3 5.43 0.5 0.5 0.08 0.02 2.6 2.7 2.4 B4 5.65 0.4 0.5 0.05 0.06 2.7 2.9 2.7 B5 5.57 0.7 0.4 -0.06 -0.48 2.6 2.8 2.2 B6 6.55 0.5 0.6 -0.04 -0.37 2.5 2.8 3 B7 5.37 0.2 0.4 0.15 0.15 2.9 2.7 2.6 B8 5.67 0.8 0.6 0.23 0.18 2.9 2.6 2.3 G1 3.44 0.5 0.8 0.38 -0.39 1.9 2 2 G2 2.67 0.3 0.4 0.11 -0.5 2.5 2.4 2.5 G3 2.97 0.4 0.7 -0.05 -0.37 1.8 2 2.1 G4 1.53 0.2 0.5 0.24 0.05 2.5 2.1 2.3 G5 2.6 0.4 0.5 -0.34 -0.34 1.9 2 2.3 G6 2.53 0.4 0.9 0.12 -0.25 2.2 2.2 2.3 G7 2.73 0.4 0.6 0.21 -0.15 2.2 2 2.1 G8 2.52 0.3 0.6 -0.15 -0.32 2.3 2.3 2.5 Following data table gives us a complete idea of the end count pertaining to Noโ€™s of trials taken for data collection Table 4: Count Values for Assembly Parameters. Thus, 4 SSVโ€™s brought to light by paired comparison were as follows: FSP SEAT, FSP MID, BODY FORM, BODY DELTA. 4. TO VERIFY MAIN EFFECT: FULL FACTORIAL The daily rejected random samples of nozzles were collected from the final test line. Rejected nozzles were checked on nozzle assembly bench. It gave the range of values of SSV. PAKO Bench Body Delta Needle Delta Body Form Needle Form FSP Seat FSP Mid FSP Top Trial 1 7 2 6 3 16 16 7 Trial 2 14 4 5 4 16 16 3 Trial 3 12 2 11 5 16 12 5 Trial 4 16 7 10 3 16 9 6 Trail 5 12 2 9 5 16 14 6
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072 ยฉ 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1675 Body Form Effect Chart- 4: Body Form versus Rejected Parts. Body Delta Chart- 5: Body Delta versus Rejected Parts Chart- 6: Main effect plot of factors on FSP seat. It was interesting to note that the daily rejected WOW parts which were later monitored in nozzle assembly bench gave the range of values of SSVs i.e. Body Form and Body Delta, obtained from fig 4 & 5. As a result a specific band or range was highlighted in which the values of these parameters were consistently lying. Fig 6 Shows body form and delta have the effect on FSP. The range of the SSVs highlighted is as tabulated below. Table 5: Ranges are defined from experiment for SSVs. 5. TO VERIFY EFFECT OF NEEDLE LIFTS Chart- 7: Needle lift with respect to body surface. Chart 7 clearly reveals that needle lift have no effect on rejection . 6. RESULTS AND DISCUSSIONS With the derived values of SSVโ€™s changes was done in the program. Nozzles produced were passed through the test line, the effect of control parameters and result are plotted as below. Chart- 8: Dpf Values versus FSP seat (BOB) Chart 8 Shows, all parts produced were within the specification i.e. 0% rejection. It implies that FSP seat max value should be 2.5. Parameter BOB Range WOW Range Validation Program Body Form -0.31 to 0.06 0.14 to 1.05 -1.2 to 0.1 Body Delta 0.2 to 0.4 0.5 to 1.1 0 to 0.4 FSP Seat 2.2 to 2.5 2.6 to 3.2 1.7 to 2.5 FSP Mid 2.2 to 2.5 2.6 to 3.0 2.0 to 2.6
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072 ยฉ 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1676 Chart- 9: Dpf Values versus body form (BOB) Chart. 9 shows, all parts produced were within the specification i.e. 0% rejection. It implies that body form max value should be 0.1. Chart- 10: Dpf Values versus body delta (BOB) Chart10 shows, all parts produced were within the specification i.e. 0% rejection. It implies body delta max value should be 0.4. When this control limit is put as trial for long run production, the rejection percentage was less than 0.7%. Chart- 11: Dpf Value run chart for better conditions Chart. 11shows all parts with controlled product tolerances as referred in table 5,for best of best range of each SSVโ€™s, when passed through test bench. Thus trials confirmed the causes highlighted in the previous stage and made it certain that the mentioned parameters and their corresponding values stated are the major contributing factors for rejection on test bench. 6. CONCLUSION Paired comparison and Full factorial tools were successfully used to find the contributing factors for rejection of nozzles on test bench. Seat FSP i.e. clearance between the body inner diameter near the collar and the outer diameter of the needle in the same portion (FSP Seat) is a key parameter having a great effect on the final rejections but can be controlled to a certain extent. A control can be achieved on the guide clearance by directly establishing control limits on the values of body form and delta which are too significant contributors to the guide leakage phenomenon. ACKNOWLEDGEMENT Thanks to Prof. LONDHE B.C. for his valuable guidance and continuous support during the course of this work. REFERENCES [1] F.J. Salvador, M. Carreres, D. Jaramillo, J. Martรญnez- Lรณpez, โ€œAnalysis of the combined effect of hydrogrinding process and inclination angle of hydraulic performance of diesel injection nozzlesโ€, University of Politรจcnica de Valรจncia, Camino de Vera, Spain, PP-1352โ€“1365, 2015. [2] V. Lazarev, G. Lomakin, E. Lazarev, โ€œModeling of Injection Parameters for Diesel Engine Injector Nozzles with the Additional Precision Guiding Interfaceโ€, South Ural State University, Chelyabinsk, Russian Federation, PP- 52โ€“60,2016. [3] Weidi Huang, Seoksu Moon, Katsuyuki Ohsawa, โ€œNear- nozzle dynamics of diesel spray under varied needle lifts and its prediction using analytical modelโ€, Department of Mechanical Engineering, Tottori University, Japan, PP-292- 300, 2016. [4] Federico Brusiania, Stefania Falfaria, Piero Pellonia, โ€œInfluence of the Diesel injector hole geometry on the flow conditions emerging from the nozzleโ€, University of Bologna,Bologna, PP-749-758, 22014. [5] Tong Haoa, Li Yonga, Zhang Longa, Li Baoquan, โ€œMechanism design and process control of micro EDM for drilling spray holes of diesel injector nozzlesโ€, Department of Precision Instruments and Mechanology/State Key Laboratory of Tribology, Tsinghua University, Beijing 100084, China, PP-213-221, 2013. 0 1 2 3 4 5 6 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 DpfValue Body Form BETTER (Dpf Trial) 0 1 2 3 4 5 6 0 0.1 0.2 0.3 0.4 0.5 DpfValue Body Delta BETTER (Dpf Trial)