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zack36's Projects

eeef367 icon eeef367

Generalized Algorithm for Transfer Function Based Partial Discharge Localization in Transformers

partial-discharge-svm icon partial-discharge-svm

Classification learning was performed using the SVM model according to the type of partial discharge signal. (The data accumulated for 1 minute of 60 [Hz] sine cycle data was used as one data.)

pd-deep icon pd-deep

Partial discharge detection, on medium voltage power lines, using deep learning. Project for CISC-867 at Queen's University, Kingston.

signal_processing_ml_power_grids icon signal_processing_ml_power_grids

This is a project involving using signal processing and machine learning analysis techniques in order to analyze signal data from power grid systems and classify whether or not the signals are good or bad (with bad signals corresponding to signals that generate partial discharges and lead to faults/power outages).

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