Distributed optimization in distribution systems: Use cases, limitations, and research needs

N Patari, V Venkataramanan… - … on Power Systems, 2021 - ieeexplore.ieee.org
Electric distribution grid operations typically rely on both centralized optimization and local
non-optimal control techniques. As an alternative, distribution system operational practices …

A survey on conic relaxations of optimal power flow problem

F Zohrizadeh, C Josz, M Jin, R Madani, J Lavaei… - European journal of …, 2020 - Elsevier
Conic optimization has recently emerged as a powerful tool for designing tractable and
guaranteed algorithms for power system operation. On the one hand, tractability is crucial …

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 …

Distributed optimal energy management in microgrids

W Shi, X Xie, CC Chu, R Gadh - IEEE Transactions on Smart …, 2014 - ieeexplore.ieee.org
Energy management in microgrids is typically formulated as a nonlinear optimization
problem. Solving it in a centralized manner does not only require high computational …

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 …

Optimal allocation of dispersed energy storage systems in active distribution networks for energy balance and grid support

M Nick, R Cherkaoui, M Paolone - IEEE Transactions on Power …, 2014 - ieeexplore.ieee.org
Dispersed storage systems (DSSs) can represent an important near-term solution for
supporting the operation and control of active distribution networks (ADNs). Indeed, they …

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 …

Optimal planning of distributed energy storage systems in active distribution networks embedding grid reconfiguration

M Nick, R Cherkaoui, M Paolone - IEEE Transactions on Power …, 2017 - ieeexplore.ieee.org
In this paper, we present a procedure for the optimal siting and sizing of energy storage
systems (ESSs) owned, and directly controlled by network operators of active distribution …

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 …