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AVL List GmbH (Headquarters)
Public
Hybrid Passenger
Car Emissions A concept study by means of
simulation
CLEERS | 17-19/09/2019 Thomas Glatz
Christoph Pötsch
Johann C. Wurzenberger
TG, CP, JCW | | 15 September 2019 | 2Public
Legislation
▪ Real Driving Emissions, in-use tests
▪ CO2 / fuel efficiency
Hybrid Electric Vehicles
▪ Beneficial for fuel economy
▪ Challenging for exhaust gas aftertreatment (light-out during e-drive phase)
Vehicle Thermal Management Measures
▪ Passive:Component positioning, sizing and isolation
▪ Active: Engine load shifts, burners and E-heaters, etc.
The variety of design variants combined with control strategies under arbitrary driving conditions needs model based development approaches
Model Requirements
▪ Physical models are needed for early concept investigations
▪ Models at vehicle level need to reflect changes on driving conditions and control
▪ Real-time capable models are needed to
▪ Support efficiently “mass simulations”
▪ Support model re-use on virtual testbeds
MOTIVATION
TG, CP, JCW | | 15 September 2019 | 3Public
Motivation
Model
▪ Global Overview
▪ Modeling Domains
▪ Selected Components
Results
▪ Simulation Variants
▪ Operating Strategy
▪ Emissions
▪ Computational Performance
Conclusions
OUTLINE
TG, CP, JCW | | 15 September 2019 | 4Public
Multi-Disciplinary System Simulation
▪ Thermodynamics
▪ Electric
▪ Driveline
▪ Cooling
▪ MAC/WHR
▪ Info Flow
Multi-Rate Co-Simulation
▪ Dedicated solves for each physical domain
▪ Energy conserving balancing over domain borders
Scalable Physical Modeling
▪ Component library (ready to go)
▪ Import interfaces (ready to customize)
SYSTEM MODEL (01/13)OVERVIEW – TOOL
TG, CP, JCW | | 15 September 2019 | 5Public
MODELING DOMAIN
▪ Drivetrain
▪ Electric Motor
▪ Combustion Engine
▪ Hybrid Control
▪ Cycle Run
SYSTEM MODEL (02/13)OVERVIEW – MODEL
TG, CP, JCW | | 15 September 2019 | 6Public
DRIVETRAIN COMPONENTS
▪ Vehicle
▪ Cockpit
▪ Gearbox
▪ Hybrid clutch
▪ Wheels
▪ Brakes
▪ Final drive
▪ Differential
SYSTEM MODEL (03/13)DRIVETRAIN
TG, CP, JCW | | 15 September 2019 | 7Public
MODEL AND SPECIFICATION
▪ Passenger car
▪ 1850 kg nominal curb weight
▪ 2750 mm wheelbase
▪ Road resistances and dynamic wheel loads calculated based on dimensions and load state
▪ Wheel loads calculated considering vehicle motion
▪ The model parameterization mainly touches rolling an air resistance
SYSTEM MODEL (04/13)DRIVETRAIN/VEHICLE
TG, CP, JCW | | 15 September 2019 | 8Public
MODEL AND SPECIFICATION
▪ Combines two clutch components
▪ Connect combustion engine, electric motor and gearbox
▪ Controlled by the Hybrid control
▪ Functions for smooth opening and closing
▪ Open and closing clutches changes the DOFs in the model
SYSTEM MODEL (05/13)DRIVETRAIN/HYBRID CLUTCH
TG, CP, JCW | | 15 September 2019 | 9Public
E-MOTOR COMPONENTS
▪ Electric machine
▪ Hybrid battery and starter battery
▪ DC/DC converter
▪ Electric consumer (→ connects to e-
heater)
SYSTEM MODEL (06/13)E-MOTOR
TG, CP, JCW | | 15 September 2019 | 10Public
MODEL AND SPECIFICATION
▪ Permanent magnet synchronous machine
▪ Motor and generator functionality
▪ 150 Nm at 48 V
▪ Map based approach i.e. power losses are modeled empirically
▪ Torque controlled
SYSTEM MODEL (07/13)E-MOTOR/ELECTRIC MACHINE
TG, CP, JCW | | 15 September 2019 | 11Public
MODEL AND SPECIFICATION
▪ 48 V hybrid battery with 2 rows of 13 cells (~ 48 V), 1250 Wh (~ Prius)
▪ 12 V starter battery
▪ Equivalent electrical circuit model
▪ Predict voltage response to a current at a specific SoC
▪ Batteries are parameterized (R/C values) based on experimental charge/discharge measurements
SYSTEM MODEL (08/13)E-MOTOR/HYBRID & STARTER BATTERY
TG, CP, JCW | | 15 September 2019 | 12Public
COMBUSTION ENGINE COMPONENTS
▪ Gas Path
▪ Cylinder
▪ EAS
SYSTEM MODEL (09/13)COMBUSTION ENGINE
TG, CP, JCW | | 15 September 2019 | 13Public
MODEL AND SPECIFICATION
▪ 2.3liter 4 cylinder gasoline
▪ Environment and air filter
▪ Compressor and turbine
▪ Charged air cooler
▪ Throttle
▪ Intake manifold
▪ Cylinder block and combustion
▪ Exhaust aftertreatment
▪ Simple engine controls
▪ Components are parameterized based on testbed data from engine and components
SYSTEM MODEL (10/13)COMBUSTION ENGINE/GAS PATH
TG, CP, JCW | | 15 September 2019 | 14Public
MODEL AND SPECIFICATION
▪ Air charge, thermodynamic conditions and emissions based on:
▪ Main cylinder geometry, injection equipment and thermal boundary conditions
▪ Network of sub-models: trapped air, SOC, MFB50, CD, PFP, temperatures and emission formation, exhaust gas enthalpy, wall heat losses, torque
▪ Complex parts of combustion described by empirical models derived from a pool of measurements
▪ Model is parameterized based on testbed data
SYSTEM MODEL (11/13)COMBUSTION ENGINE/CYLINDER
TG, CP, JCW | | 15 September 2019 | 15Public
MODEL AND SPECIFICATION
▪ Three Way Catalyst1.5l, 400CPSI/4mil, 94g/ft3 Pt, 7g/ft3 Rh
▪ Transient 1-D model
▪ Oxidation of H2, HCs and CO by NOx or O2, O2 storage, and oxidation of H2, HCs and CO by stored O2
▪ Rates are defined via open reaction coding interface
▪ Parameterization is done semi-automatized using generic optimization methods
SYSTEM MODEL (12/13)COMBUSTION ENGINE/EAS
TG, CP, JCW | | 15 September 2019 | 16Public
MODEL AND SPECIFICATION
▪ Controls combustion engine, electric motor, brakes and clutches
▪ Main Inputs: acceleration and brake pedal signals, velocity, speed, SoC
▪ Maps and C-code
▪ 7 Main Operating Modes:
1. Combustion engine driven only
2. Hybrid driven
3. Electric motor driven only
4. Recuperation
5. Forced Engine Brake
6. Charging
7. Start Combustion Engine
8. Braking
9. Stop combustion Engine
SYSTEM MODEL (13/13)HYBRID CONTROL
TG, CP, JCW | | 15 September 2019 | 17Public
Motivation
Model
▪ Global Overview
▪ Modeling Domains
▪ Selected Components
Results
▪ Simulation Variants
▪ Operating Strategy
▪ Emissions
▪ Computational Performance
Conclusions
OUTLINE
TG, CP, JCW | | 15 September 2019 | 18Public
INVESTIGATE IMPACT OF
▪ Passive measures
1) Catalyst positioning and sizing
2) Aftertreatment insulation
▪ Active measures
3) In-Cylinder post-injection
4) Electrically heated catalysts
1) Moves the catalyst from underfloor to close coupled position (reduced length / removed heat loss of piping in front of catalyst)
2) Increase of catalyst insulation from 5mm to 20mm
3) Raises cylinder exhaust temperatures
4) Electric heating up to 500W in case catalyst temperature is critically low and SoC is sufficient
▪ All cases started with SoC 66% and cold-start of combustion engine at 25°C
▪ Compared to the base case
THERMO MANAGEMENT (01/10)VARIATION MATRIX
TG, CP, JCW | | 15 September 2019 | 19Public
THERMO MANAGEMENT (02/10)TEST CYCLE
▪ Cycle is randomly assembled, featuring a dedicated stand-still phase
▪ Very minor differences between the cases, possible explanation: due to control strategies
▪ All four case performed the same drive cycle
TG, CP, JCW | | 15 September 2019 | 20Public
THERMO MANAGEMENT (03/10)OPERATING STRATEGY – INSTANTANEOUS
▪ Case (4) Electrically heated catalyst: Runs more often in CE_DRIVE and CHARGING as the E-heating pulls energy from the battery
▪ The operating strategy is simple and configured for this concept study.
0... CE_DRIVE (IC Engine only)1... HYBRID_DRIVE2... EV_DRIVE (E Motor only)3... RECUP (recuperation charges battery)4... RECUP_EB (IC Engine supported Braking, “Downhill mode”), 5... CHARGING (IC Engine charges battery)6... CE_START (E Motor starts the IC Engine)7... BRAKE (strong braking, both engines decoupled)8... Stop Engine (stops the IC engine)
TG, CP, JCW | | 15 September 2019 | 21Public
THERMO MANAGEMENT (04/10)OPERATING STRATEGY – ACCUMULATED
▪ Case (4) Electrically heated catalyst: Runs about 3% less e-drive, 4% more IC drive and 3% less stop
Closed coupled position
Underfloor insulated
In-cylinderpost-injection
E-heated catalyst
TG, CP, JCW | | 15 September 2019 | 22Public
THERMO MANAGEMENT (05/10)OPERATING CONDITIONS – ENGINE/EAS
▪ Engine:
▪ Small differences of engine speed
▪ E-heating shows longer engine operation
▪ EAS:
▪ Insulation & CC positioning raise mean temps
▪ Post injection shows little impact
▪ E-heating can be overserved during stand-still phase
TG, CP, JCW | | 15 September 2019 | 23Public
THERMO MANAGEMENT (06/10)ENGINE & TAILPIPE EMISSIONS – CO
Engin
e o
utlet
Tailpip
e
▪ Insulation and CC positioning
▪ do not influence engine out emissions
▪ Significantly influence tailpipe emissions
▪ Post injection shows little impact on engine out and tailpipe emissions
▪ E-Heating shows deteriorated engine emissions that are partially compensated by the EAS
TG, CP, JCW | | 15 September 2019 | 24Public
THERMO MANAGEMENT (07/10)ENGINE & TAILPIPE EMISSIONS – NOX
▪ CC positioning and E-heating shows slight increase of engine out NOX (different EAS engine operating points)
▪ Tailpipe values show very poor NOX conversion IC Engine control
(lambda=1). No sweeps (O2 loading, purging). With a better or real life IC Engine ECU would look better.
Engin
e o
utlet
Tailpip
e
TG, CP, JCW | | 15 September 2019 | 25Public
THERMO MANAGEMENT (08/10)ENERGY BALANCE – FUEL AND SOC
▪ CC positioning and E-heating shows slight increase of fuel consumption
▪ SOC is pretty similar for all cases (caused by SOC control)
TG, CP, JCW | | 15 September 2019 | 26Public
THERMO MANAGEMENT (09/10)ENGINE & TAILPIPE EMISSIONS – SUMMARY
▪ E-Heater shows reduced CO reduction for the price of higher fuel consumption!(This statement must be assessed considering the simple controls used in this study)
TG, CP, JCW | | 15 September 2019 | 27Public
SUMMARY
▪ Thermodynamics, Drivetrain:1 ms, explicit fixed step solver
▪ Aftertreatment: 100 ms, implicit fixed step
▪ Electrics: 1 ms, implicit fixed step
▪ Simulation results recording with 1 Hz
▪ Real-time factor of ~0.7 on Windows 10 64bit Office Notebook, with Intel®Core™ i5-835oU CPU @ 1.70 GHz 1.9 GHz and with 16 GB of RAM
THERMO MANAGEMENT (10/10)COMPUTATIONAL PERFORMANCE
TG, CP, JCW | | 15 September 2019 | 28Public
Motivation
Model
▪ Global Overview
▪ Modeling Domains
▪ Selected Components
Results
▪ Simulation Variants
▪ Operating Strategy
▪ Emissions
▪ Computational Performance
Conclusions
OUTLINE
TG, CP, JCW | | 15 September 2019 | 29Public
▪ Modeling
▪ The parameterization of the individual components is straight foreword for most of the components
▪ Cylinder uses a dedicated wizard
▪ TWC is semi-automated
▪ Tooling
▪ Model runs in real-time
▪ Engineering
▪ The results show no benefit of E-heater. This is attributed to the applied simple controls
▪ Real XCUs can be used on virtual testbeds to exclude this dependency
CONCLUSIONS
AVL VIRTUAL TESTBED™
Ecu drawer
Loads drawer
Real time models