A survey of distributed optimization and control algorithms for electric power systems

DK Molzahn, F Dörfler, H Sandberg… - … on Smart Grid, 2017 - ieeexplore.ieee.org
Historically, centrally computed algorithms have been the primary means of power system
optimization and control. With increasing penetrations of distributed energy resources …

Branch flow model: Relaxations and convexification—Part I

M Farivar, SH Low - IEEE Transactions on Power Systems, 2013 - ieeexplore.ieee.org
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 …

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 …

Convex relaxations and linear approximation for optimal power flow in multiphase radial networks

L Gan, SH Low - 2014 power systems computation conference, 2014 - ieeexplore.ieee.org
Distribution networks are usually multiphase and radial. To facilitate power flow computation
and optimization, two semidefinite programming (SDP) relaxations of the optimal power flow …

Strong SOCP relaxations for the optimal power flow problem

B Kocuk, SS Dey, XA Sun - Operations Research, 2016 - pubsonline.informs.org
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 …

Exact convex relaxation of optimal power flow in radial networks

L Gan, N Li, U Topcu, SH Low - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
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 …

Convex relaxation for optimal power flow problem: Mesh networks

R Madani, S Sojoudi, J Lavaei - IEEE Transactions on Power …, 2014 - ieeexplore.ieee.org
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 …

An optimal and distributed method for voltage regulation in power distribution systems

B Zhang, AYS Lam… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
This paper addresses the problem of voltage regulation in power distribution networks with
deep-penetration of distributed energy resources, eg, renewable-based generation, and …

Implementation of a large-scale optimal power flow solver based on semidefinite programming

DK Molzahn, JT Holzer, BC Lesieutre… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
The application of semidefinite programming to the optimal power flow (OPF) problem has
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 …