A survey of distributed optimization

T Yang, X Yi, J Wu, Y Yuan, D Wu, Z Meng… - Annual Reviews in …, 2019 - Elsevier
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 …

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 …

Toward distributed/decentralized DC optimal power flow implementation in future electric power systems

A Kargarian, J Mohammadi, J Guo… - … on Smart Grid, 2016 - ieeexplore.ieee.org
This paper reviews distributed/decentralized algorithms to solve the optimal power flow
(OPF) problem in electric power systems. Six decomposition coordination algorithms are …

A fully distributed reactive power optimization and control method for active distribution networks

W Zheng, W Wu, B Zhang, H Sun… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper presents a fully distributed reactive power optimization algorithm that can obtain
the global optimum solution of nonconvex problems for distribution networks (DNs) without …

Decentralized energy management for networked microgrids in future distribution systems

H Gao, J Liu, L Wang, Z Wei - IEEE Transactions on Power …, 2017 - ieeexplore.ieee.org
An increasing amount of distributed energy resources is being integrated into both
distribution systems (DSs) and networked microgrids (MGs). The coordination among DSs …

Distributed optimal power flow algorithm for radial networks, I: Balanced single phase case

Q Peng, SH Low - IEEE Transactions on Smart Grid, 2016 - 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. Traditionally, OPF is solved in a …

Fully decentralized optimal power flow of multi-area interconnected power systems based on distributed interior point method

W Lu, M Liu, S Lin, L Li - IEEE Transactions on Power Systems, 2017 - ieeexplore.ieee.org
Traditionally, the optimal power flow (OPF) problem is solved in a centralized manner.
However, with continuous expansion of the scale of multi-area interconnected power …

Distributed optimization approaches for emerging power systems operation: A review

Y Wang, S Wang, L Wu - Electric Power Systems Research, 2017 - Elsevier
Independent system operators (ISO) and regional transmission organizations (RTO) adopt
centralized optimization approaches for the optimal operation of power systems, which …

A distributed dual consensus ADMM based on partition for DC-DOPF with carbon emission trading

L Yang, J Luo, Y Xu, Z Zhang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This article presents a distributed alternating direction method of multipliers (ADMMs)
approach for solving the direct current dynamic optimal power flow with carbon emission …

A distributed approach for the optimal power-flow problem based on ADMM and sequential convex approximations

S Magnússon, PC Weeraddana… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
The optimal power-flow (OPF) problem, which plays a central role in operating electrical
networks, is considered. The problem is nonconvex and is, in fact, NP hard. Therefore …