A survey of distributed optimization and control algorithms for electric power systems
Historically, centrally computed algorithms have been the primary means of power system
optimization and control. With increasing penetrations of distributed energy resources …
optimization and control. With increasing penetrations of distributed energy resources …
Branch flow model: Relaxations and convexification—Part I
We propose a branch flow model for the analysis and optimization of mesh as well as radial
networks. The model leads to a new approach to solving optimal power flow (OPF) that …
networks. The model leads to a new approach to solving optimal power flow (OPF) that …
Convex relaxation of optimal power flow—Part II: Exactness
SH Low - IEEE Transactions on Control of Network Systems, 2014 - ieeexplore.ieee.org
This tutorial summarizes recent advances in the convex relaxation of the optimal power flow
(OPF) problem, focusing on structural properties rather than algorithms. Part I presents two …
(OPF) problem, focusing on structural properties rather than algorithms. Part I presents two …
Convex relaxations and linear approximation for optimal power flow in multiphase radial networks
Distribution networks are usually multiphase and radial. To facilitate power flow computation
and optimization, two semidefinite programming (SDP) relaxations of the optimal power flow …
and optimization, two semidefinite programming (SDP) relaxations of the optimal power flow …
Strong SOCP relaxations for the optimal power flow problem
This paper proposes three strong second order cone programming (SOCP) relaxations for
the AC optimal power flow (OPF) problem. These three relaxations are incomparable to …
the AC optimal power flow (OPF) problem. These three relaxations are incomparable to …
Exact convex relaxation of optimal power flow in radial networks
The optimal power flow (OPF) problem determines a network operating point that minimizes
a certain objective such as generation cost or power loss. It is nonconvex. We prove that a …
a certain objective such as generation cost or power loss. It is nonconvex. We prove that a …
Convex relaxation for optimal power flow problem: Mesh networks
This paper is concerned with the optimal power flow (OPF) problem. We have recently
shown that a convex relaxation based on semidefinite programming (SDP) is able to find a …
shown that a convex relaxation based on semidefinite programming (SDP) is able to find a …
An optimal and distributed method for voltage regulation in power distribution systems
This paper addresses the problem of voltage regulation in power distribution networks with
deep-penetration of distributed energy resources, eg, renewable-based generation, and …
deep-penetration of distributed energy resources, eg, renewable-based generation, and …
Implementation of a large-scale optimal power flow solver based on semidefinite programming
The application of semidefinite programming to the optimal power flow (OPF) problem has
recently attracted significant research interest. This paper provides advances in modeling …
recently attracted significant research interest. This paper provides advances in modeling …
Convex relaxation of optimal power flow: A tutorial
SH Low - 2013 IREP Symposium Bulk Power System …, 2013 - ieeexplore.ieee.org
This is a short survey of recent advances in the convex relaxation of the optimal power flow
problem. Our focus is on understanding structural properties, especially the underlying …
problem. Our focus is on understanding structural properties, especially the underlying …