A comprehensive simulation of Electric Vehicle (EV) energy dynamics, focusing on grid-to-battery charging and regenerative braking efficiency.
This project presents a comprehensive simulation and efficiency analysis of an Electric Vehicle (EV) powertrain using MATLAB/Simulink. The study focuses on two critical energy processes:
- Grid-to-Battery Charging: Converting 230 Vrms grid power to a DC level for a 50Ah Lithium-Ion battery.
- Regenerative Braking: Quantifying energy recovered during vehicle deceleration.
The analysis demonstrated an overall system efficiency of approximately 67%, highlighting the impact of energy recovery systems on extending EV range.
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AC-to-DC Charging Simulation: * Models a full-wave bridge rectifier with current limiting.
- Achieved a charging efficiency of 93.7%.
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Regenerative Braking Model: * Simulates a vehicle decelerating from 70 km/h.
- Calculates back-EMF power generation based on Newtonβs Second Law (
$F=ma$ ). - Recovered approx. 65% of kinetic energy.
- Calculates back-EMF power generation based on Newtonβs Second Law (
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Efficiency Analysis: * Automated calculation script (
Part3Calculations.m) to compute total input vs. gained energy.
- Prerequisites: MATLAB & Simulink.
- Running the Simulations:
- Open
src/BatteryCharging.slxto view the charging circuit. - Open
src/RegenerativeBraking.slxto view the dynamic braking model. - Run
src/Part3Calculations.mto generate the efficiency report in the Command Window.
- Open
The project successfully validated the dual-functionality of the EV powertrain:
- Charging: Stable voltage/current delivery overcoming internal battery resistance.
- Braking: Smooth deceleration logic effectively mimicking physical inertia.
The project calculated efficiencies by integrating power over time (
| Metric | Value | Description |
|---|---|---|
| Charging Efficiency | 93.7% | High efficiency achieved via rectifier circuit. |
| Recovered Energy | 184.3 kJ | 65% of initial kinetic energy recovered. |
| Overall Efficiency | 67.07% | Combined system efficiency (Charging + Braking). |
Note: Detailed calculations and plots can be generated using the
Part3Calculations.mscript.
- Albert Saman
- Hussam Dawood
Project submitted for the Instruments and Measurements course at Princess Sumaya University for Technology (PSUT).