Model Based Design of Hybrid and Electric Powertrains
Project No. 4203-1535 Slides2
1. EV Battery Gauge Design:
Project in progress
Project no. 4203-1535
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Project Team Members and Roles
Name: Pat McGoldrick
Role: Industry Mentor (Creative Power Technologies)
Contact Details: pat@creativepower.com.au
Name: Grahame Holmes
Role: University Supervisor (RMIT University)
Contact Details: grahame.holmes@rmit.edu.au
Names: Curtis Moses, Declan Lammers, Ilia Andreev,
John Francia, Long Nguyen, Olivia McCombe
Roles: Student Researchers and Designers
Contact Details: s3409016@student.rmit.edu.au
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Nominal full
charge 6.630 kWh
Energy drawn
over 22 km 6.596 kWh
SoC after 22 km <1 %
Project Background
From Lap Simulator of RMIT Car
in Formula Student Event:
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Project Background
Image sources: plugincars.com, RMIT Electric Racing
Fuel gauge for an EV battery State of Charge (SoC)
SoC % of maximum charge remaining
BENEFITS:
• Driver control of battery
• Foundation for automated
battery management
CHALLENGES:
• Direct measurement inaccurate
• Many estimation techniques
5. 5555
Project Background
Image sources: plugincars.com, RMIT Electric Racing
Objectives:
Battery gauge
- Li-ion chemistry
- Amateur EVs
SoC
Estimation
Program
Display +
Validation
Programs
Product
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Project Plan
Research Phase:
Project Benefit, Scope,
+ Estimation Techniques
1 March – May 30
Circuit Team Arduino Team Display + Validation Team
Discharge/measure
ment circuit built
19
July
SoC estimation
program (simulation
data)
Display code
Open-circuit-voltage
measurements
2
August
Circuit-Arduino
connection code
2
August
Arduino-computer
connection
Circuit-Arduino
operation
31
August
Validation code
Arduino-computer
operation
15
September
GANTT Chart Extract
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SoC Estimation Program
1. Before charging/discharging:
estimate initial SoC
2. During charging/discharging:
± charge entering/exiting
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Constant Current
Pulses discharge
battery
1. Estimate Initial SoC
Open Circuit Voltage (OCV) – SoC Table
Measurement
Circuit
Test Phase
OCV SoC
3.75 100%
3.70 99%
3.65 98%
SWITCH
VOLTAGE
SENSE
OCV = Battery Terminal Voltage
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1. Estimate Initial SoC
Open Circuit Voltage (OCV) – SoC Table
Initial SoC
Measurement
Circuit
Estimation Phase
Battery Terminal
Voltage
OCV SoC
3.75 100%
3.70 99%
3.65 98%
VOLTAGE
SENSE
11. 11111111
Coulomb Counting
2. ± Charge Entering/Exiting
Convert
Current to
Charge
(Coulombs)
± From Initial
SoC
Measurement
Circuit
CURRENT
SENSOR
Current
over Time
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MATLAB
Battery Simulation Model
Validation Program
Validation Program
Estimate Initial SoC
Simulation:
Pre-defined Variable
Read Current
Simulation: Data Array
Identify SoC for
Current Range
Switch Statements
Current Range-SoC
Look-Up Table
Outputs:
Voltage