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GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
Powertrain Engineering The Automotive Research Association of India,Pune
13th Oct 2014
1
NOx and Soot Optimization using DI-Pulse Predictive Combustion Model
Authors H.B.Chaudhari N. H. Walke N. V. Marathe Dy Manager General Manager Sr Dy. Director, HoD, PTE
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
2
• Introduction
• Application of 1D Thermodynamic Simulation
• Predictive combustion study
• Fuel injector 1D model
• Parametric study- DI pulse constants
• Sensitivity study- SOI, Prail, CR, pilot injection
• Summary
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
3
ARAI is an Autonomous, Premier and self-supported R&D and Testing Institute; affiliated to Ministry of Heavy Industry, Govt of India; offering technical services in the area of design, development, testing and evaluation of vehicle and engines
Manpower strength 550*
Capital investment ~ 50 mn USD
10 Working Divisions - R&D : Power Train (Engine + Transmission), NVH, CAE, Automotive Electronics,
Structural Dynamics, Materials
Homologation : Emissions, Vehicle Evaluation, Safety, Component testing
Major Activities
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
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DIRECTOR
SPECIAL PROJECTS
INFRASTRUCTURE DEVELOPMENT
BUSINESS DEV. & CORP. PLANNING
HOMOLOGATION
HR MANAGEMENT
R&D-1 VEHICLE SYSTEMS
R&D – 2 POWER TRAIN &
ELECTRONICS N
VH
STR
UC
TUR
AL
DY
NA
MIC
S
VEH
ICLE
D
YN
AM
ICS
CA
E
EMIS
SIO
NS
V
EHIC
LE
EVA
LUA
TIO
N
SAFE
TY
CO
MP
ON
ENTS
/ S
YST
EMS
EN
GIN
ES &
TR
AN
SMIS
SIO
N
AU
TOM
OTI
VE
ELE
CTR
ON
ICS
FINANCE & ACCOUNTS
SECRETARIAL & LEGAL
ACADEMY
HO
MO
LOG
ATI
ON
MG
MT
& R
EGU
LATI
ON
Secretariat
Governing Council Auto Industry representation
Government of India representation
Organization Structure of ARAI
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
5
Design and Simulation Tools at Power Train Engineering
EXCITE DESIGNER GT Suite (crank,
valve train) TYCON
GLIDE
BOLT
FIRE STAR CCM+
BOOST GT Suite
CRUISE
Auto-CAD
PRO-E
NASTRAN
GT Suite
FLOWMASTER
HYDSIM
ROMAX DESIGNER
ANSYS SYSNOISE ADAMS
FE-FATIGUE LMS-DYNA
ABAQUS FLUENT
CA
E d
ivis
ion
PT
E
PT
E
PT
E
PT
E
PTE developed
softwares
Valve train TV analysis Oil pump Water pump
PT
E
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
6
Goal of Simulation
Moving from Lab and field testing to desktop- Virtual analysis !!!
Analytical study for process understanding
Predictive study- design tool
Parameter optimization
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
7
1D Thermodynamic simulation
Simple physics, fast execution Complete engine system design Zero-D combustion models for analytical studies Multizone combustion models for performance
and emission trends
3D CFD combustion simulation
Complicated physics, high time and cost
Selective component analysis
Detailed combustion models for accurate prediction of emissions
Simulation Approach
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
8
• Introduction
• Application of 1D Thermodynamic Simulation
• Predictive combustion study
• Fuel injector 1D model
• Parametric study- DI pulse constants
• Sensitivity study- SOI, Prail, CR, pilot injection
• Summary
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
9
Hardware selection for Prototype
TC, EGR system
Valve timings
Manifold dimensions, intake/exhaust routing
Combustion system
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
10
Air handling Turbocharger matching EGR system design
Gas exchange Valve timing analysis Manifold tuning
In-cylinder combustion Engine performance Emission trends
Heat balance Engine heat balance
analysis Heat flux, heat
transfer coefficients
1D thermodynamic model
Validation and sensitivity analysis
Post processing
Modifications
Predictive study
Optimum results
Verification
FTP, part load test data Engine performance
TC matching
NA to TC New emission norms
Performance improvement
recalibration
i/p changes
calibration
improvements
Geometrical data Port flow coefficients
Valve timings Valve lift profiles
Gas exchange Heat balance Air handling
Combustion trends Emission trends
CR, valve timings, TC, SOI, TC h/w, EGR system,
Manifold
Proto engine testing
Applications of 1D tool
Steps to carry out 1D simulation
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
11
Turbocharger Matching
Calculation of operating points TC proposal from supplier along with maps Checking the quality of maps for better confidence Checking the Compressor & Turbine suitability Altitude study, high ambient temperature study
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
12
Gas Exchange-Valve timing analysis
Exhaust Valve Opening (EVO)
Influence on fuel consumption
Speed dependent optimum EVO value
Influence of blow down during valve overlap period
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
13
Heat balance analysis
Inputs Outputs
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
14
Heat balance analysis
Use of 1D boundary conditions like heat flux/htc for 3D CHT analysis
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
15
Non predictive-Combustion Pressure Analysis
Measured in-cylinder pressure ROHR analysis PV analysis
Inputs Outputs
Generated combustion profile can be used for analytical study
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
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Predictive-Injection rate modeling
Inputs Calibration Outputs
Predictive calibrated combustion model gives accurate trends of Nox emissions
Nox trends
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
17
• Introduction
• Application of 1D Thermodynamic Simulation
• Predictive combustion study
• Fuel injector 1D model
• Parametric study- DI pulse constants
• Sensitivity study- SOI, Prail, CR, pilot injection
• Summary
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
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Predictive combustion study- DI pulse model
1D thermodynamic model
Validation and sensitivity analysis
Post processing
Modifications
Predictive study
Optimum results
Verification
Goal
to find the single set of model constants
to provide the best possible match to a wide variety of operating points
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
19
Predictive combustion study- DI pulse model
Requirement Injection profiles
In-cylinder pressure at speed
load sweep
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
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Engine 1D Thermodynamic Model
Engine specifications • TCIC common rail off road • 2 valve/ cylinder • Rated bmep ~14 bar • Torque backup ~25% • Stringent emission & bsfc
targets
Engine design from scratch !!
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
DI pulse parameters Min Max
Entrainment Rate
Multiplier
0.5 2.8
Ignition Delay Multiplier 0.3 1.7
Premixed Combustion
Rate Multiplier
0.05 2.5
Diffusion Combustion
Rate Multiplier
0.4 1.4
Input data required for DI-pulse calibration • Cylinder pressure • Volumetric efficiency • Residual fraction • Trapping Ratio • Injection profile • Fuel injection parameters
21
Predictive Combustion Modeling (DI PULSE)
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
22
• Introduction
• Application of 1D Thermodynamic Simulation
• Predictive combustion study
• Fuel injector 1D model
• Parametric study- DI pulse constants
• Sensitivity study- SOI, Prail, CR, pilot injection
• Summary
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
Modeling of Fuel Injector
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Typical injector model Required for generating injection rate curves at various operating points
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
Modeling of Fuel Injector
Typical input profile for the solenoid injector
24
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
Modeling of Fuel Injector
Simulated injection characteristics at 1600bar rail pressure and energizing time of 4ms
Simulated injection rates at 2000 bar rail pressure After profile conditioning
Design of experiments is carried out to calculate injection rates for multiple rail pressures and injector energizing times • Rail Pressure from 400 bar to 2000 bar with 200 bar increment • Energising time varied from 0.5 milliseconds to 1.75 milliseconds with 0.05 increment
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GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
26
Predicted Energizing-Time map from 1D injector model
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
27
• Introduction
• Application of 1D Thermodynamic Simulation
• Predictive combustion study
• Fuel injector 1D model
• Parametric study- DI pulse constants
• Sensitivity study- SOI, Prail, CR, pilot injection
• Summary
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
28
Effect of DI pulse constants on combustion- Entrainment
DI pulse parameters Min Max
Entrainment Rate Multiplier 0.5 2.8
Ignition Delay Multiplier 0.508
Premixed Combustion Rate Multiplier 1.481
Diffusion Combustion Rate Multiplier 0.81
min
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
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Effect of DI pulse constants on combustion- Ignition Delay
DI pulse parameters Min Max
Entrainment Rate Multiplier 1.033
Ignition Delay Multiplier 0.3 1.7
Premixed Combustion Rate Multiplier 1.481
Diffusion Combustion Rate Multiplier 0.81
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
30
Effect of DI pulse constants on combustion- Premixed
DI pulse parameters Min Max
Entrainment Rate Multiplier 1.033
Ignition Delay Multiplier 0.508
Premixed Combustion Rate Multiplier 0.05 2.5
Diffusion Combustion Rate Multiplier 0.81
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
31
Effect of DI pulse constants on combustion- Diffusion
DI pulse parameters Min Max
Entrainment Rate Multiplier 1.033
Ignition Delay Multiplier 0.508
Premixed Combustion Rate Multiplier 1.481
Diffusion Combustion Rate Multiplier 0.4 1.4
min
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
32
Rail Pressure (bar) 1600
Injection Timing At TDC
Injected mass (Main Injection mg) 60 Residual Fraction at IVC (including
EGR) 20.1
Calibration -Predictive Combustion Modeling (DI PULSE)
Expt
Sim
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
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Calibration -Predictive Combustion Modeling (DI PULSE)
Calibrated Dipulse constants
Entrainment 1.033
Ignition Delay 0.508
Premixed 1.481
Diffusion 0.810
Variation ~ +/-15%
-60 -40 -20 0 20 40 60
In-c
ylin
der
pre
ssu
re (
bar
)
Crank Angle (deg)
Incylinder Pressure at Intermediate speed
-60 -40 -20 0 20 40 60
In-c
ylin
der
pre
ssu
re (
bar
)
Crank Angle (deg)
Incylinder Pressure at rated speed
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
34
• Introduction
• Application of 1D Thermodynamic Simulation
• Predictive combustion study
• Fuel injector 1D model
• Parametric study- DI pulse constants
• Sensitivity study- SOI, Prail, CR, pilot injection
• Summary
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
35
Sensitivity analysis-Start of injection Rated speed, 100 % load
advance advance
advance
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
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Sensitivity analysis-Start of injection Intermediate speed, 100 % load
retard retard
retard
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
Sensitivity analysis- injection pressure Rated speed, 100 % load
37
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
Sensitivity analysis- injection pressure Intermediate speed, 100 % load
38
Prail (bar)
Prail (bar)
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
39
Sensitivity analysis- EGR rate
Validated case
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
40
Sensitivity analysis- Pilot injection
Effect on NOx
1 2 main 1 main
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
41
Parametric study- CR, SoI Rated speed, 100 % load
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
42
• Introduction
• Application of 1D Thermodynamic Simulation
• Predictive combustion study
• Fuel injector 1D model
• Parametric study- DI pulse constants
• Sensitivity study- SOI, Prail, CR, pilot injection
• Summary
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
43
Summary Methodology for the predictive combustion model- DI pulse calibration has been
discussed
The model responds reliably to varying in-cylinder conditions like, Start of injection injection pressure EGR rate pilot injection
The NOx and soots are following the trends with respect to test data
The model can be further used for
Multiple injection strategy Transient simulations
GT User Conference 2014, Bangalore Powertrain Engineering - Your Partner in Engine Design, Development & Testing . . .
Thank You !
Prepared by H.B.Chaudhari Dy Manager Simulation, PTE [email protected] +91 2030231469/1308
44
Acknowledgement The authors would like to thank Mr Sanjeev Gothekar, Dy. Manager, for providing experimental data required for carrying out validation and calibration work. Also we would like to appreciate exhaustive work done by Mr Nijesh N. Mtech student, in carrying out injector modeling and post processing of data.