6 citations · 9 across the 10 of their papers we have counts for
3 papers · 1 filter
Contextual Reinforcement Learning for Offshore Wind Farm Bidding
David Cole, Himanshu Sharma, Wei Wang
We propose a framework for applying reinforcement learning to contextual two-stage stochastic optimization and apply this framework to the problem of energy market bidding of an of…
Hierarchical Graph Modeling for Multi-Scale Optimization of Power Systems
David L. Cole, Harsha Gangammanavar, Victor M. Zavala
Hierarchical optimization architectures are used in power systems to manage disturbances and phenomena that arise at multiple spatial and temporal scales. We present a graph modeli…
A Graph-Based Modeling Framework for Tracing Hydrological Pollutant Transport in Surface Waters
David L. Cole, Gerardo J. Ruiz-Mercado, Victor M. Zavala
Anthropogenic pollution of hydrological systems affects diverse communities and ecosystems around the world. Data analytics and modeling tools play a key role in fighting this chal…