A survey of distributed optimization
In distributed optimization of multi-agent systems, agents cooperate to minimize a global
function which is a sum of local objective functions. Motivated by applications including …
function which is a sum of local objective functions. Motivated by applications including …
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 …
A survey of relaxations and approximations of the power flow equations
DK Molzahn, IA Hiskens - Foundations and Trends® in …, 2019 - nowpublishers.com
The power flow equations relate the power injections and voltages in an electric power
system and are therefore key to many power system optimization and control problems …
system and are therefore key to many power system optimization and control problems …
Towards a transactive energy system for integration of distributed energy resources: Home energy management, distributed optimal power flow, and peer-to-peer …
This paper reviews approaches for facilitating the integration of small-scale distributed
energy resources (DER) into low-and medium-voltage networks, in the context of the …
energy resources (DER) into low-and medium-voltage networks, in the context of the …
Convex relaxation of optimal power flow—Part I: Formulations and equivalence
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 …
Distributed optimal power flow using ADMM
T Erseghe - IEEE transactions on power systems, 2014 - ieeexplore.ieee.org
Distributed optimal power flow (OPF) is a challenging non-linear, non-convex problem of
central importance to the future power grid. Although many approaches are currently …
central importance to the future power grid. Although many approaches are currently …
Distributed optimal power flow for smart microgrids
E Dall'Anese, H Zhu… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Optimal power flow (OPF) is considered for microgrids, with the objective of minimizing
either the power distribution losses, or, the cost of power drawn from the substation and …
either the power distribution losses, or, the cost of power drawn from the substation and …
Toward distributed/decentralized DC optimal power flow implementation in future electric power systems
This paper reviews distributed/decentralized algorithms to solve the optimal power flow
(OPF) problem in electric power systems. Six decomposition coordination algorithms are …
(OPF) problem in electric power systems. Six decomposition coordination algorithms are …
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 …
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 …