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EVS28 KINTEX, Korea, May 3-6, 2015 Cross-domain Systems Engineering and Vehicle Simulation for Electrification Christian Lingenfelser 1 , Christian Appel 2 , Christopher Irwin 3, 1,2,3 Bosch Engineering GmbH, Postfach 13 50, 74003 Heilbronn, Germany, [email protected] [email protected] [email protected] 1

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Page 1: Cross-domain Systems Engineering and Vehicle Simulation for … · 2015-01-30 · GT Conference - Cross-domain Vehicle Simulation . Cross-domain Systems Engineering and vehicle simulation:

EVS28 KINTEX, Korea, May 3-6, 2015

Cross-domain Systems Engineering and Vehicle Simulation for Electrification

Christian Lingenfelser1, Christian Appel2, Christopher Irwin3, 1,2,3Bosch Engineering GmbH, Postfach 13 50, 74003 Heilbronn, Germany,

[email protected] [email protected] [email protected]

1

Page 2: Cross-domain Systems Engineering and Vehicle Simulation for … · 2015-01-30 · GT Conference - Cross-domain Vehicle Simulation . Cross-domain Systems Engineering and vehicle simulation:

GT Conference - Cross-domain Vehicle Simulation

Motivation

Simulation working modes & tooling

Aston Martin hybrid concept car

Conclusion

1

2

3

5

4

Cross-domain Systems Engineering

Agenda

2

Page 3: Cross-domain Systems Engineering and Vehicle Simulation for … · 2015-01-30 · GT Conference - Cross-domain Vehicle Simulation . Cross-domain Systems Engineering and vehicle simulation:

GT Conference - Cross-domain Vehicle Simulation

Cross-domain Systems Engineering and vehicle simulation: • Enable holistic evaluation of multiple vehicle

topologies and functional concepts

• Cover the increasing complexity and inter- connectivity of systems

• Balance performance and fuel economy/ legislation requirements

• Cover the increasing number of OEM models, model variants and powertrain layouts

• Enable software development and virtual calibration with a common simulation platform

Motivation

3

Identification of optimal solution for given constraints

Complexity of electrification systems

potential for CO2 saving

Inno

vatio

n lin

e

Mild HEV<60V

AStart

Stop24

6

x 1000 / min

4080

160

200km/h0

120

Strong HEV

AStart

Stop24

6

x 1000 / min

4080

160

200km/h0

120

Coasting

Stop/StartCoasting

AStart

Stop24

6

x 1000 / min

4080

160

200km/h0

PHEV

Recuperation

Boost

e-Drive

Coasting

AStart

Stop24

6

x 1000 / min

40

80

160

200km/h0

120

EVREX

Recuperation

e-Drive

AStart

Stop24

6

x 1000 / min

40

80

160

200km/h0

120

EV

Recuperation

e-Drive

AStart

Stop24

6

x 1000 / min

40

80

160

200km/h0

120

Recuperation

Boost

Coasting

e-Drive

Recuperation

Coasting

Boost

Variety of customer & legislation requirements

Cross-domain Systems Engineering and vehicle simulation

+

Page 4: Cross-domain Systems Engineering and Vehicle Simulation for … · 2015-01-30 · GT Conference - Cross-domain Vehicle Simulation . Cross-domain Systems Engineering and vehicle simulation:

Cross-domain Systems Engineering

Functions CO2 reduction Boost Electric driving

Torque vectoring

All wheel drive

HEV Up to 25% + + +* +*

PHEV – Parallel > 25% ++ ++

PHEV – Axle Split > 25% +++ ++ +* +

EV Single EM Emission free ++ +++

EV Multi EM Emission free +++ +++ ++* +*

Conv. ICE HEV PHEV EV REX EV

* depends on topology and number of electric motors 4

Potential of powertrain electrification • Powertrain architecture – Increasing degree of electrification

• Powertrain functional features

Page 5: Cross-domain Systems Engineering and Vehicle Simulation for … · 2015-01-30 · GT Conference - Cross-domain Vehicle Simulation . Cross-domain Systems Engineering and vehicle simulation:

Cross-domain Systems Engineering

5

Performance Energy consumption Cost System complexity …

Power density Electric range Components Thermal …

Torque vectoring Cycle fuel economy Integration Controls …

Lap time Efficiency Software Functional safety … … … … … …

Powertrain concept evaluation • Derive potential concepts

− Definition of boundary conditions for synthesis − Base vehicle, constraints, degrees of freedom

• Identification of evaluation criteria

− System optimization targets − Relate all market and legal requirements − Quantify interdependence

5

Page 6: Cross-domain Systems Engineering and Vehicle Simulation for … · 2015-01-30 · GT Conference - Cross-domain Vehicle Simulation . Cross-domain Systems Engineering and vehicle simulation:

Cross-domain Systems Engineering

6

Scale3 Row much more important than column1 Row more important than column0 Row as important as column

-1 Row less important than column-3 Row much less important than column

Criteria Weighting (%)

Performance 36

Energy consumption 14

Cost 27

System complexity 23

Powertrain concept evaluation • Weighting of evaluation criteria

− Pair-wise comparison is applied systematically to all criteria

− Relative importance for each pair − Calculation of overall weighting

• Methodology is applied to main and

sub-category levels

• Ranking derived by OEM and supplier experts

6

Page 7: Cross-domain Systems Engineering and Vehicle Simulation for … · 2015-01-30 · GT Conference - Cross-domain Vehicle Simulation . Cross-domain Systems Engineering and vehicle simulation:

Cross-domain Systems Engineering

7

11 6 5 1

12 7

13

10

9 8

2

3

4

Proposed Concepts

Final concept

C1 C4 C9 C12

Req.

YES

NO

Criteria Categories C1 C2 C3

POWER DENSITY 1.3 2.1 ...

TORQUE VECTORING 2.4 3.1 ...

LAP TIME 1.5 4.3 ...

ELECTRIC RANGE 2.9 2.7 ...

CYCLE FUEL ECONOMY 1.2 3.4 ...

EFFICIENCY 4.0 4.7 ...

COMPONENTS 3.3 1.2 ...

INTEGRATION 4.7 3.1 ...

SOFTWARE 2.3 2.3 ...

THERMAL 1.5 4.6 ...

CONTROLS 2.8 3.1 ...

… … … ...

Identification of optimal solution for given constraints using vehicle simulation

Powertrain concept evaluation • Pugh analysis performed on all concepts − Decision matrix

a. Column for each concept and row for each criteria

b. Each score represents concept‘s fulfillment of the weighted criteria

c. Score based on defined ranking scale − Scoring types

a. Analytical derivation b. Simulation results c. Peer evaluation

• Sensitivity analysis to validate robustness of analysis

7

Page 8: Cross-domain Systems Engineering and Vehicle Simulation for … · 2015-01-30 · GT Conference - Cross-domain Vehicle Simulation . Cross-domain Systems Engineering and vehicle simulation:

GT Conference - Cross-domain Vehicle Simulation

For single domain usage Cross-domain usage Vehicle Dynamics/ Driver Assistance

Powertrain

Energy Management

Cross-Domain Vehicle Simulation

DB (A)

DB (B)

DB (C)

Cross-Domain-

DB

Assumptions

Assumptions

Assumptions

Assumptions

Defined interfaces

Division individual simulation

Weak inter-connection

Separate databases

Assumptions for other domains

Cross-domain

simulation

Strong inter-

connection

Common database

Common assumptions

Considering V-Model Levels

Working modes in simulation

8

Page 9: Cross-domain Systems Engineering and Vehicle Simulation for … · 2015-01-30 · GT Conference - Cross-domain Vehicle Simulation . Cross-domain Systems Engineering and vehicle simulation:

GT Conference - Cross-domain Vehicle Simulation Vehicle simulation tooling

9

Modular vehicle simulation platform: • Utilization of validated component libraries e.g.

− GT-SUITE model libraries − Simulink model libraries − ASCET/C ECU software code

• Integration platform: IPG CarMaker / Simulink • Utilized tools in Co-Simulation

− Powertrain, thermal system: GT-SUITE − Vehicle dynamics: IPG CarMaker − Controls: ASCET/C code (FMU / Simulink) − Low-voltage powernet: Simulink / Simscape

Individual adaptation of simulation tool based on use cases and requirements

Page 10: Cross-domain Systems Engineering and Vehicle Simulation for … · 2015-01-30 · GT Conference - Cross-domain Vehicle Simulation . Cross-domain Systems Engineering and vehicle simulation:

GT Conference - Cross-domain Vehicle Simulation Shared simulation platform

OEM: Vehicle Chassis

Model

BEG: Hybrid

Powertrain

OEM/BEG: IC Engine

BEG: Brake System

Supplier X: Aero Systems

BEG: Hybrid/ Engine

Control

BEG: Driver Assist.

Systems

OEM/BEG: Powertrain Cooling Sys.

10

Use existing know-how and models from all resources and increase accuracy

Joint development OEM and suppliers: • OEM to provide base vehicle models (e.g. chassis

dynamics, tires, combustion engine)

• Suppliers to deliver specific subsystems (e.g. third party supplier delivers active aero models)

• Cross-domain system development with multiple suppliers and OEM utilizing joint simulation model

• Increased use of more accurate simulation model in all development phases (e.g. base calibration tasks of hybrid operating strategy)

Page 11: Cross-domain Systems Engineering and Vehicle Simulation for … · 2015-01-30 · GT Conference - Cross-domain Vehicle Simulation . Cross-domain Systems Engineering and vehicle simulation:

GT Conference - Cross-domain Vehicle Simulation Aston Martin hybrid concept car

Vehicle data Aston Martin

DB9 base vehicle

Aston Martin DB9 hybrid

concept vehicle

Empty-weight 1689 kg 1983 kg

ICE V12 front engine, rear-wheel drive

Transmission 6-speed manual transmission

Maximum power (ICE) 410 kW / 557 PS

Maximum torque (ICE) 620 Nm

Electric motors (EM)

- 2x SMG180/120 (2x 85 kW)

- 1x SMG138/80 (25 kW)

Power electronics 3x INVCON 2.3

High-voltage lithium-ion

battery

8 kWh useable energy

Source: MTZ 02/14, p.26-33, COMPREHENSIVE SIMULATION FOR POWERTRAIN ELECTRIFICATION, Appel, C., Freudenstein, S.; Temmen, C.

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Vehicle data and system topology:

Page 12: Cross-domain Systems Engineering and Vehicle Simulation for … · 2015-01-30 · GT Conference - Cross-domain Vehicle Simulation . Cross-domain Systems Engineering and vehicle simulation:

Integration Platform: Simulink

CarMaker 4 SL Vehicle dynamics

Driver Maneuvers

GT Conference - Cross-domain Vehicle Simulation Simulink Co-simulation vehicle model

Powertrain model (GT-SUITE)

ESC SW model (SL) HCU SW model (SL)

SL Co-Sim

SL Model ECU models

Powernet (12V) model (Simscape) SL Model

12

Page 13: Cross-domain Systems Engineering and Vehicle Simulation for … · 2015-01-30 · GT Conference - Cross-domain Vehicle Simulation . Cross-domain Systems Engineering and vehicle simulation:

driving direction

GT Conference - Cross-domain Vehicle Simulation GT-SUITE powertrain model

13

Page 14: Cross-domain Systems Engineering and Vehicle Simulation for … · 2015-01-30 · GT Conference - Cross-domain Vehicle Simulation . Cross-domain Systems Engineering and vehicle simulation:

GT Conference - Cross-domain Vehicle Simulation Integration of HCU* software (SL)

Approach: • Selection of relevant hybrid control functions • Generation of .dll file with ECCo • Integration in simulation model • Virtual base calibration • Optimized application with ASCMO (ETAS GmbH) possible

Benefits: • Generation of realistic load profiles • Simple replacement of functions (.dlls) • Decrease in calibration time for proto-

types and more efficient resource management

• Optimized calibration (e.g. for fuel economy)

* Hybrid control unit

14

Simulation and calibration of hybrid operating strategy:

Page 15: Cross-domain Systems Engineering and Vehicle Simulation for … · 2015-01-30 · GT Conference - Cross-domain Vehicle Simulation . Cross-domain Systems Engineering and vehicle simulation:

GT Conference - Cross-domain Vehicle Simulation

Maneuver catalogue

TestRun #n

TestRun #2

TestRun #1

15

Validation process cross-domain simulation

Joint development OEM and suppliers: • Maneuver catalogue for holistic validation (HW &

SW models)

• Vehicle and component measurements for defined maneuvers

• Validation on component/ subsystem level: − Test framework for subsystems − Validation of ECU SW models

• Validation of vehicle dynamics model

• Validation of complete simulation model, e.g.

− Vehicle lateral and longitudinal performance − Overall energy consumption

Page 16: Cross-domain Systems Engineering and Vehicle Simulation for … · 2015-01-30 · GT Conference - Cross-domain Vehicle Simulation . Cross-domain Systems Engineering and vehicle simulation:

GT Conference - Cross-domain Vehicle Simulation

Pressure sensors

XCP from ESP HW

VehicleCAN + HybridCAN

ADMA (gyro system) via CAN

GPS antenna

HybridCAN Interface modules Cronos

Temperature sensors

Current sensors

Laptop 1

Laptop 2

16

Validation - vehicle measurements

Page 17: Cross-domain Systems Engineering and Vehicle Simulation for … · 2015-01-30 · GT Conference - Cross-domain Vehicle Simulation . Cross-domain Systems Engineering and vehicle simulation:

GT Conference - Cross-domain Vehicle Simulation Conclusion

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• Competing market and legal requirements are

resolved

• Systematic methodology for robust vehicle concept selection

• Validated cross-domain simulation environment with integrated HCU software handles increasing complexity

• Tooling and methodology significantly reduces development effort in systems projects

• Hybrid powertrain concepts without compromise

Page 18: Cross-domain Systems Engineering and Vehicle Simulation for … · 2015-01-30 · GT Conference - Cross-domain Vehicle Simulation . Cross-domain Systems Engineering and vehicle simulation:

GT Conference - Cross-domain Vehicle Simulation Our vision of a hybrid sports car!

Control your car Feel your car

Be your car

Brake torque

Thank you for your attention!

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