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 …
Distributed optimization for control
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 …
models, and tools to cope with the new challenges posed by large-scale control and …
A distributed economic dispatch strategy for power–water networks
A power–water network consists of power plants, water plants, and coproduction plants,
which supply power and water collectively. Heterogeneous plants generally have different …
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 …
valley difference would increase greatly due to the random nature of PEVs charging …
Survey on time-delay approach to networked control
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 …
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
This paper investigates the combined economic environmental dispatch problem of
Microgrids in a distributed manner. In order to optimize the competing agminated operation …
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 …
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
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 …
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 …
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
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 …
the assumption that no knowledge of the mathematical formulation of the actual generation …