DocumentCode
77237
Title
A Distributed Auction-Based Algorithm for the Nonconvex Economic Dispatch Problem
Author
Binetti, Giulio ; Davoudi, Ali ; Naso, David ; Turchiano, B. ; Lewis, Frank L.
Author_Institution
Polytech. of Bari, Bari, Italy
Volume
10
Issue
2
fYear
2014
fDate
May-14
Firstpage
1124
Lastpage
1132
Abstract
This paper presents a distributed algorithm based on auction techniques and consensus protocols to solve the nonconvex economic dispatch problem. The optimization problem of the nonconvex economic dispatch includes several constraints such as valve-point loading effect, multiple fuel option, and prohibited operating zones. Each generating unit locally evaluates quantities used as bids in the auction mechanism. These units send their bids to their neighbors in a communication graph that supports the power system and which provides the required information flow. A consensus procedure is used to share the bids among the network agents and resolves the auction. As a result, the power distribution of generating units is updated and the generation cost is minimized. The effectiveness of this approach is demonstrated by simulations on standard test systems.
Keywords
concave programming; cost reduction; power generation dispatch; power generation economics; auction mechanism; communication graph; distributed auction-based algorithm; generating units power distribution; generation cost minimization; multiple fuel option; nonconvex economic dispatch problem; power system; valve-point loading effect; Cost function; Economics; Fuels; Loading; Power generation; Propagation losses; Vectors; Auction algorithm; distributed algorithm; economic dispatch (ED); nonconvex optimization; smart grid;
fLanguage
English
Journal_Title
Industrial Informatics, IEEE Transactions on
Publisher
ieee
ISSN
1551-3203
Type
jour
DOI
10.1109/TII.2013.2287807
Filename
6651809
Link To Document