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 …

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 …

Lasserre hierarchy for large scale polynomial optimization in real and complex variables

C Josz, DK Molzahn - SIAM Journal on Optimization, 2018 - SIAM
We propose general notions to deal with large scale polynomial optimization problems and
demonstrate their efficiency on a key industrial problem of the 21st century, namely the …

Sum-of-squares optimization without semidefinite programming

D Papp, S Yildiz - SIAM Journal on Optimization, 2019 - SIAM
We propose a homogeneous primal-dual interior-point method to solve sum-of-squares
optimization problems by combining nonsymmetric conic optimization techniques and …

Mathematical programming formulations for the alternating current optimal power flow problem

D Bienstock, M Escobar, C Gentile, L Liberti - 4OR, 2020 - Springer
Power flow refers to the injection of power on the lines of an electrical grid, so that all the
injections at the nodes form a consistent flow within the network. Optimality, in this setting, is …

Optimal power flow solution for distribution networks using quadratically constrained programming and McCormick relaxation technique

MS Javadi, CS Gouveia, LM Carvalho… - … on Environment and …, 2021 - ieeexplore.ieee.org
This paper presents a quadratically constrained programming (QCP) model to tackle the
optimal power flow (OPF) problem in distribution networks. The proposed model is fast …

Duality of sum of nonnegative circuit polynomials and optimal SONC bounds

D Papp - Journal of Symbolic Computation, 2023 - Elsevier
Circuit polynomials are polynomials with properties that make it easy to compute sharp and
certifiable global lower bounds for them. Consequently, one may use them to find certifiable …

Conic optimization for control, energy systems, and machine learning: Applications and algorithms

RY Zhang, C Josz, S Sojoudi - Annual Reviews in Control, 2019 - Elsevier
Optimization is at the core of control theory and appears in several areas of this field, such
as optimal control, distributed control, system identification, robust control, state estimation …

Mathematical programming formulations for the alternating current optimal power flow problem

D Bienstock, M Escobar, C Gentile, L Liberti - Annals of Operations …, 2022 - Springer
Power flow refers to the injection of power on the lines of an electrical grid, so that all the
injections at the nodes form a consistent flow within the network. Optimality, in this setting, is …

A multitree approach for global solution of ACOPF problems using piecewise outer approximations

J Liu, M Bynum, A Castillo, JP Watson… - Computers & Chemical …, 2018 - Elsevier
Electricity markets rely on the rapid solution of the optimal power flow (OPF) problem to
determine generator power levels and set nodal prices. Traditionally, the OPF problem has …