Advanced Controller Design and Optimization (PMSM FOC)
PMSM FOC assessment with PI controller redesign and response-quality validation.
PMSM FOC assessment with PI controller redesign and response-quality validation.
University / Personal Experiments
Control Systems / Simulation
Role: University / Personal Experiment
Research
2024
The motor-control system needed improved response behavior under industrial-style control constraints.
Designed and compared PI control strategies in the d-q frame, validating settling behavior and robustness through simulation.
Improved controller reasoning and response comparison.
Validated FOC behavior through simulation.
Documented control-system tradeoffs.
Capability Proven: Control-system engineering using structured simulation evidence and quantitative tuning analysis.


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

MATLAB/Simulink EV powertrain model with battery sizing and control tradeoffs.
MATLAB/Simulink
MATLAB / Simulink / Control Systems / +1

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