Microgrid Energy Trading
2021
Using model predictive control and forecasting for generating revenue via a home microgrid system.
Battery Materials Optimization
2020
How can we optimize battery materials design using Bayesian optimization and Gaussian processes?
Parameter ID of Li-ion Battery
2020
What optimization algorithms perform the best for fitting a parameterized model for a Li-ion battery?
EV Charging Station Design
2019
What are the tradeoffs for using large-scale vs. distributed storage systems for EV charging stations?
EV Charging Scheduling
2019
How can we schedule EV charging times for a given region to optimally decrease burden on the grid?
Optimal PV System
2019
What is the optimal PV solar type and system size for a household with a given load profile and NEM?