EV Powertrain Simulation
MATLAB/Simulink EV powertrain model with battery sizing and control tradeoffs.
MATLAB/Simulink EV powertrain model with battery sizing and control tradeoffs.
University / Personal Experiments
Simulation / Energy Systems
Role: University / Personal Experiment
Research
2024
EV powertrain behavior needed to be evaluated across sizing and control assumptions before drawing performance conclusions.
Modeled drivetrain behavior in Simulink and compared acceleration, efficiency, range, and PID response under varying conditions.
Compared battery sizing tradeoffs.
Evaluated powertrain response behavior.
Produced simulation-backed engineering insight.
Capability Proven: Simulation-led energy system analysis for practical engineering decision support.


SEER survival analysis with Kaplan-Meier, Cox PH, and Random Survival Forest models.
ICECET 2023
Python / Scikit-learn / Survival Analysis / +1

PMSM FOC assessment with PI controller redesign and response-quality validation.
PMSM FOC
MATLAB / Simulink / FOC / +2

Gaussian anomaly detection with density modeling, threshold tuning, and F1 evaluation.
Gaussian model
MATLAB / Gaussian Model / Thresholding