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Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder and Running on HiL Platform by H. B. Chaudhari , Mohak Samant, Sayali Behere, Dr N H Walke Powertrain Engineering Department (PTE) 21 st Jan 2019 at Pune

Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

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Page 1: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder and Running on HiL Platform

byH. B. Chaudhari, Mohak Samant, Sayali Behere, Dr N H Walke

Powertrain Engineering Department (PTE)21st Jan 2019

atPune

Page 2: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

2 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

• Objective

• Virtual Test Bed (VTB) Overview

• FRM Builder Approach for Plant Model Development

• RT Plant Model Setup on VTB

• Results & Comparison

• Summary

Contents

Page 3: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

3 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

• Assessment of FRM builder approach for engine calibration

• To achieve reasonable accuracy with minimum efforts using FRM

builder, when limited test data is available

• Converting to Real Time model and run on Virtual Test Bed (VTB)

• Run steady state and transient cycle

Objective

Page 4: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

4 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

• Objective

• Virtual Test Bed (VTB) Overview

• FRM Builder Approach for Plant Model Development

• RT Plant Model Setup on VTB

• Results & Comparison

• Summary

Contents

Page 5: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

5 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

Simulation Road Testing

front load activities to simulation environment from calibration engineer perspective

Lab

Virtual Testing

Page 6: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

6 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

Thermodynamic

NOx-Emission

EMPIRICAL STATIC GLOBAL

HC, CO,Soot, PN …

COMBINEDMODEL

Increased number of

engine specific outputs

Model refinement

Robustness analysis

MiLSetup

Vir

tual

Refined model setup

Engine CylinderEngine Air Path

Calibration ofVarious variants

VTBSetup

Plant Model Development

Concept investigations

Model with limitedmeasurement data

OBD calibration

Vehicular expedition trials

Plant Model Development

Concept investigationsModel with limited measurement data

Base enginetestbed development

DoEMeasurements

Virtual Test Bed (VTB) Workflow

FRM builder approachRT Plant Model

Page 7: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

7 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

Level 1

Level 2

Model Accuracy Level

Model Maturity Level Description Usage

Level 1(concept model)

Geometrical data is used for model setup

• H/W concept investigations

• EAS configuration• ECU functionality

Level 2(refined model)

Steady state and transient data is measured for model refinement

• Ambient correction• OBD calibration• Vehicular drivability

Page 8: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

8 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

• Objective

• Virtual Test Bed (VTB) Overview

• FRM Builder Approach for Plant Model Development

• RT Plant Model Setup on VTB

• Results & Comparison

• Summary

Contents

Page 9: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

9 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

Approach :FRM Builder

Page 10: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

10 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

Following changes carried out on default FRM built

1) Removed EGR system

2) Turbocharger map changed

3) Waste gate controller removed

4) Speed range changed

5) Fuelling controller removed

6) Combustion and emission model tuned with limited

test data

FRM Builder Approach :Changes in Default Model

• Engine 6 cyl HD application• FGT Turbocharger• 1600 bar max injection pressure

• Engine Inputs• Geometrical data• TC map• Through flow

Page 11: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

11 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

Main

Intake Exhaust

FRM Builder Approach :Model Build

Page 12: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

12 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

FRM diesel Intercooler

FRM Builder Approach :Model Build

Page 13: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

13 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

FRM Builder Approach :Parameter Acceptance Criteria

Page 14: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

14 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

FRM Builder Approach :Model Accuracy

Page 15: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

15 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

• Objective

• Virtual Test Bed (VTB) Overview

• FRM Builder Approach for Plant Model Development

• RT Plant Model Setup on VTB

• Results & Comparison

• Summary

Contents

Page 16: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

16 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

Open LoopECU +

Actuators only

• ECU functionality check

• Feedbacks to ECU- MAP,

Crank, CAM, Rail pressure,

Acc Pedal etc.

• Rail Pressure model

• Injector coordinator- Start

of Injection, Pulse width,

Pilot etc.

Open Loop- ECU and Actuator Setup

Page 17: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

17 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

Closed LoopECU +

Actuators + Plant Model

• ECU in loop with RT plant

model

• Feedbacks to ECU from

plant model

• Steady state and transient

operation

Closed Loop- ECU and Actuators with RT Plant Model

Page 18: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

18 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

• Objective

• Virtual Test Bed (VTB) Overview

• FRM Builder Approach for Plant Model Development

• RT Plant Model Setup on VTB

• Results & Comparison

• Summary

Contents

Page 19: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

19 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

VTB Results- Steady State

Page 20: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

20 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

VTB Results- Transient

• Very good correlation wrt Test Data

Page 21: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

21 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

NO Emission Results- Transient

NO variation wrt Test +10.2 %

Page 22: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

22 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

• Objective

• Virtual Test Bed (VTB) Overview

• FRM Builder Approach for Plant Model Development

• RT Plant Model Setup on VTB

• Results & Comparison

• Summary

Contents

Page 23: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

23 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

Summary

The FRM builder approach took very less efforts and time to reachrequired accuracy level

The plant model built with limited test data has shown very goodcorrelation with experimental data at steady state & transient level

The FRM model showed real time compliance and therefore itsusefulness for calibration using VTB approach

Page 24: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

24 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

Acknowledgements

We would like to thank Mr. Daniel Schimmel for FRM model building support

and Mr. Pantelis Dimitrakopoulos for running FRM RT model on HiL

environment, successfully. Also we would like to appreciate support of

Mr. Pavan Chandras for coordination and Mr. Ramnik Singh for allowing us to

present our work in GT India conference.

Page 25: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

25 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

VTB Approach for Calibration

Page 26: Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder … · 2019-02-06 · Case Study on 6 Cylinder HDD Application GT-POWER Model Build using FRM Builder

26 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

• Calibration on real ECU with Real Time models• Same ECU can be taken further for actual testing• Once parent engine rating data is available, derivatives can be calibrated in very short time

VTB Usage

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27 Virtual Calibration Centreyour Partner from Concept to Reality. . .

'GT India Conference 2019'Presented by Hitesh B Chaudhari

H. B. ChaudhariManager, [email protected] 1308/1470

Dr N. H. Walke Deputy Director, [email protected]

P. H. GaikwadVTB integration

M. P. SamantPlant Model Development

Ms. S. R. BehereCalibration

Thank You !

Virtual Test Bed for BS VI, stage IV, V and RDE calibration challenges !