3 papers
physics.soc-ph2025
Identification of pressure points in modern power systems using transfer entropy
Katerina Tang, M. Vivienne Liu, C. Lindsay Anderson +1
Integration of variable energy resources -- e.g., solar, wind, and hydro -- and end-use electrification increase modern energy systems' weather-dependence. Identifying critical inf…
eess.SY2023
Quantifying the multi-scale and multi-resource impacts of large-scale adoption of renewable energy sources
Elnaz Kabir, Vivek Srikrishnan, M. Vivienne Liu +2
The variability and intermittency of renewable energy sources pose several challenges for power systems operations, including energy curtailment and price volatility. In power syst…
eess.SY2023
A Multiobjective Reinforcement Learning Framework for Microgrid Energy Management
M. Vivienne Liu, Patrick M. Reed, David Gold +2
The emergence of microgrids (MGs) has provided a promising solution for decarbonizing and decentralizing the power grid, mitigating the challenges posed by climate change. However,…