19 citations · 23 across the 2 of their papers we have counts for
4 papers
Impact of Communication Delay on Asynchronous Distributed Optimal Power Flow Using ADMM
Junyao Guo, Gabriela Hug, Ozan Tonguz
Distributed optimization has attracted lots of attention in the operation of power systems in recent years, where a large area is decomposed into smaller control regions each solvi…
Asynchronous ADMM for Distributed Non-Convex Optimization in Power Systems
Junyao Guo, Gabriela Hug, Ozan Tonguz
Large scale, non-convex optimization problems arising in many complex networks such as the power system call for efficient and scalable distributed optimization algorithms. Existin…
Impact of Power System Partitioning on the Efficiency of Distributed Multi-Step Optimization
Junyao Guo, Gabriela Hug, Ozan Tonguz
Recent studies have shown that multi-step optimization based on Model Predictive Control (MPC) can effectively coordinate the increasing number of distributed renewable energy and…
Enabling Distributed Optimization in Large-Scale Power Systems
Junyao Guo, Gabriela Hug, Ozan Tonguz
Distributed optimization for solving non-convex Optimal Power Flow (OPF) problems in power systems has attracted tremendous attention in the last decade. Most studies are based on…