3 papers
eess.SY2024
Machine Learning for Fairness-Aware Load Shedding: A Real-Time Solution via Identifying Binding Constraints
Yuqi Zhou, Joseph Severino, Sanjana Vijayshankar +2
Timely and effective load shedding in power systems is critical for maintaining supply-demand balance and preventing cascading blackouts. To eliminate load shedding bias against sp…
cs.LG2023
A Machine Learning Method for Predicting Traffic Signal Timing from Probe Vehicle Data
Juliette Ugirumurera, Joseph Severino, Erik A. Bensen +2
Traffic signals play an important role in transportation by enabling traffic flow management, and ensuring safety at intersections. In addition, knowing the traffic signal phase an…
eess.SY2021
Transit-Gym: A Simulation and Evaluation Engine for Analysis of Bus Transit Systems
Ruixiao Sun, Rongze Gui, Himanshu Neema +6
Public-transit systems face a number of operational challenges: (a) changing ridership patterns requiring optimization of fixed line services, (b) optimizing vehicle-to-trip assign…