Title
Realizing Unified Microgrid Voltage Profile And Loss Minimization: A Cooperative Distributed Optimization And Control Approach
Keywords
Cooperative control; distributed generators (DGs); distributed optimization; loss minimization; microgrid; smart grid
Abstract
Cooperative distributed optimization is proposed in this paper to optimally dispatch the reactive power of the distributed generators (DGs). The overall objective is to minimize the cost function that is the sum of all quadratic voltage errors of the DG nodes and other critical nodes in the system. It is assumed that each DG is only aware of its own cost function defined as the quadratic voltage error of its respective node. In the proposed method, every DG performs optimization with respect to its own objective function while considering the information received locally from the neighboring nodes in the microgrid, and the critical nodes without DG also contribute to optimization. The proposed distributed optimization and control scheme enables the microgrid to have a unified voltage profile, and incorporating the subgradient method facilitates its application even when the microgrid information is unknown. Microgrid active power loss is also investigated, and it is shown that the unified voltage profile naturally leads to the overall active power loss minimization as well. Stability analysis and criteria are provided. Simulation results of a typical microgrid illustrate superior performance of the proposed technique. © 2014 IEEE.
Publication Date
1-1-2014
Publication Title
IEEE Transactions on Smart Grid
Volume
5
Issue
4
Number of Pages
1621-1630
Document Type
Article
Personal Identifier
scopus
DOI Link
https://doi.org/10.1109/TSG.2014.2308541
Copyright Status
Unknown
Socpus ID
84903306445 (Scopus)
Source API URL
https://api.elsevier.com/content/abstract/scopus_id/84903306445
STARS Citation
Maknouninejad, Ali and Qu, Zhihua, "Realizing Unified Microgrid Voltage Profile And Loss Minimization: A Cooperative Distributed Optimization And Control Approach" (2014). Scopus Export 2010-2014. 9504.
https://stars.library.ucf.edu/scopus2010/9504