top of page

Your certificate is now private

CertificateBackground.png

Certificate of Completion

ErdosHorizontal.png

THIS ACKNOWLEDGES THAT

HAS COMPLETED THE FALL 2023 DATA SCIENCE BOOT CAMP

Souparna Purohit

Roman Holowinsky, PhD

DECEMBER 07, 2023

DIRECTOR

DATE

clear.png

TEAM

ExecutiveHour

Rouzbeh Modarresi Yazdi, Nicolas Fortier, Souparna Purohit, Irem Altiner

clear.png

Day-ahead price forecasting for New York City energy markets using standard time-series features (prices at previous time steps) as well as some exogenous data (natural gas prices in the area, weather-related features, etc). We trained and compared ARIMA, Dense NN, Convolutional NN, LSTMs and XGBoost regressors against a reasonable baseline model. These models could eventually be expanded and used by industrial entities to determine whether current Day-Ahead prices are advantageous compared to expected Real-Time prices 24 hours in the future.

Screen Shot 2022-06-03 at 11.31.35 AM.png
github URL
bottom of page