MATLAB Developer for PMU-Based Algorithm - 05/01/2026 22:51 EST

Project: MATLAB Implementation for PMU-Based Fault Detection

I am seeking an experienced MATLAB developer for end-to-end implementation of a PMU-based fault detection system using a provided CSV dataset.

Scope of Work:

Load and preprocess PMU dataset (Voltage, Current, Angles, Frequency)

Exclude non-physical identifiers (e.g., Bus ID)

Implement sliding-window statistical feature extraction
(mean, variance, skewness, kurtosis)

Train and evaluate ML models in MATLAB:

SVM (Linear), Random Forest, Decision Tree, k-NN, Logistic Regression

Compare models using accuracy, confusion matrix, ROC/AUC

Implement real-time fault detection simulation using streaming CSV data

Generate fault alerts and maintain prediction logs

Timeline:

Total duration: 15 days

Days 1–5: Data preprocessing & feature extraction

Days 6–10: Model training, evaluation & comparison

Days 11–15: Real-time simulation, testing & code cleanup

Requirements:

Strong MATLAB + Machine Learning experience

Clean, well-commented, reproducible code

Dataset will be provided.