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 …

Distributed optimization for control

A Nedić, J Liu - Annual Review of Control, Robotics, and …, 2018 - annualreviews.org
Advances in wired and wireless technology have necessitated the development of theory,
models, and tools to cope with the new challenges posed by large-scale control and …

A distributed economic dispatch strategy for power–water networks

P Li, J Hu, L Qiu, Y Zhao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
A power–water network consists of power plants, water plants, and coproduction plants,
which supply power and water collectively. Heterogeneous plants generally have different …

Dynamic economic/emission dispatch including PEVs for peak shaving and valley filling

H Liang, Y Liu, F Li, Y Shen - IEEE Transactions on Industrial …, 2018 - ieeexplore.ieee.org
In the near future, plug-in electric vehicles (PEVs) will dominate the car market. The peak-
valley difference would increase greatly due to the random nature of PEVs charging …

Survey on time-delay approach to networked control

K Liu, A Selivanov, E Fridman - Annual Reviews in Control, 2019 - Elsevier
This paper provides a survey on time-delay approach to networked control systems (NCSs).
The survey begins from a brief summary on fundamental network-induced issues in NCSs …

Distributed optimal economic environmental dispatch for microgrids over time-varying directed communication graph

LN Liu, GH Yang - IEEE Transactions on Network Science and …, 2021 - ieeexplore.ieee.org
This paper investigates the combined economic environmental dispatch problem of
Microgrids in a distributed manner. In order to optimize the competing agminated operation …

An ADMM-based distributed algorithm for economic dispatch in islanded microgrids

G Chen, Q Yang - IEEE Transactions on Industrial Informatics, 2017 - ieeexplore.ieee.org
In this paper, based on an alternating direction method of multipliers (ADMM), a novel
distributed algorithm is proposed to address the economic dispatch problem (EDP) in …

A privacy preserving distributed optimization algorithm for economic dispatch over time-varying directed networks

S Mao, Y Tang, Z Dong, K Meng… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The economic dispatch problem (EDP) plays a fundamental and significant role in smart
grids. Its purpose is to decide the output power of every generator in smart grids for …

A review of distributed optimization: Problems, models and algorithms

Y Zheng, Q Liu - Neurocomputing, 2022 - Elsevier
With the development of big data and artificial intelligence, distributed optimization has
emerged as an indispensable tool for solving large-scale problems. In particular, the multi …

Distributed reinforcement learning algorithm for dynamic economic dispatch with unknown generation cost functions

P Dai, W Yu, G Wen, S Baldi - IEEE Transactions on Industrial …, 2019 - ieeexplore.ieee.org
In this article, the dynamic economic dispatch (DED) problem for smart grid is solved under
the assumption that no knowledge of the mathematical formulation of the actual generation …