I am a current PhD candidate at Columbia university in QSEL group.
My research interests lie in a broad intersection of modeling, forecasting, and techno-economic assessment of Energy Systems using AI, ML, and optimization frameworks.
Forecasting of temperature readings using exogenous variables in a large building. XGBoost iterations and dimensionality reduction.
Report: link
Long-term forecasting of hourly load. XGBoost hourly binned models and comparison of other models. PCA component analysis.
Challenge: link
Report: link
Techno-economic assesment of solar PVs on buildings in an urban setting. Comparison between rooftop only configuration and façad-installed solar. Evaluation of the provided grid services and economic break-even cost.
Performing experimental work and analysis with CO2 sensors to determine occupancy using ASHRAE standards.
Paper: link
Performing statistical analysis on blowout time-series data using R.
Conducting experiments with blower tests measuring air-tightness of buildings.