DocumentCode
50231
Title
Consensus + Innovations Approach for Distributed Multiagent Coordination in a Microgrid
Author
Hug, Gabriela ; Kar, Soummya ; Chenye Wu
Author_Institution
Dept. of Electr. & Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
Volume
6
Issue
4
fYear
2015
fDate
Jul-15
Firstpage
1893
Lastpage
1903
Abstract
Distributed energy resources and demand-side management are expected to become more prevalent in the future electric power system. Coordinating the increased number of grid participants in an efficient and reliable way is going to be a major challenge. A potential solution is the employment of a distributed energy management approach, which uses intelligence distributed over the grid to balance supply and demand. In this paper, we specifically consider the situation in which distributed resources and loads form microgrids within the bulk power system in which the load is supplied by local generation. A distributed energy management approach based on the consensus + innovations method is presented and used to coordinate local generation, flexible load, and storage devices within the microgrid. The approach takes advantage of the fact that, at the optimal allocation settings, the marginal costs given as a function of the power output/consumption need to be equal for all nonbinding network resources. Solutions for single time step, as well as multitime step optimization including intertemporal constraints, are presented.
Keywords
demand side management; distributed power generation; optimisation; power consumption; power generation reliability; power grids; supply and demand; consensus + innovations method; demand side management; distributed energy management approach; distributed multiagent coordination; future electric power system; intertemporal constraints; microgrid reliability; multitime step optimization; nonbinding network resource; power consumption; power grid reliability; power output; storage device; supply and demand; Cost function; Distributed algorithms; Generators; Microgrids; Technological innovation; Consensus + innovations algorithm; distributed optimization; economic dispatch; multistep optimization;
fLanguage
English
Journal_Title
Smart Grid, IEEE Transactions on
Publisher
ieee
ISSN
1949-3053
Type
jour
DOI
10.1109/TSG.2015.2409053
Filename
7098427
Link To Document