66 citations · 432 across the 45 of their papers we have counts for
50 papers
Sobolev Training of End-to-End Optimization Proxies
Andrew W. Rosemberg, Joaquim Dias Garcia, Russell Bent +1
Optimization proxies - machine learning models trained to approximate the solution mapping of parametric optimization problems in a single forward pass - offer dramatic reductions…
Relaxations of the Steady Optimal Gas Flow Problem for a Non-Ideal Gas
Sai Krishna Kanth Hari, Kaarthik Sundar, Shriram Srinivasan +1
Natural gas ranks second in consumption among primary energy sources in the United States. The majority of production sites are in remote locations, hence natural gas needs to be t…
Developing Optimization-Based Inverter Models for Short Circuit Studies
Thabiso R. Mabote, Jose E. Tabarez, Arthur K. Barnes +3
As inverter-based generation becomes more common in distribution networks, it is important to create models for use in optimization-based problems that accurately represent their n…
Modeling and Rapid Prototyping of Integrated Transmission-Distribution OPF Formulations with PowerModelsITD.jl
Juan Ospina, David M. Fobes, Russell Bent +1
Conventional electric power systems are composed of different unidirectional power flow stages of generation, transmission, and distribution, managed independently by transmission…
Polyhedral Relaxations for Optimal Pump Scheduling of Potable Water Distribution Networks
Byron Tasseff, Russell Bent, Carleton Coffrin +6
The classic pump scheduling or Optimal Water Flow (OWF) problem for water distribution networks (WDNs) minimizes the cost of power consumption for a given WDN over a fixed time hor…
Fault Current-Constrained Optimal Power Flow on Unbalanced Distribution Networks
Jose E. Tabarez, Arthur K. Barnes, Adam Mate +1
With the proliferation of distributed generation into distribution networks, the need to consider fault currents in the dispatch problem becomes increasingly relevant. This paper i…