Stability analysis of an agent-based smart grid control marketplace
Publication date
2014-01-01
Document type
Conference paper
Author
Organisational unit
Scopus ID
Publisher
Elsevier
Series or journal
IFAC Proceedings Volumes (IFAC-PapersOnline)
ISSN
Periodical volume
47(2014)
Periodical issue
3
ISBN
First page
1452
Last page
1458
Part of the university bibliography
✅
Language
English
Keyword
Agent
Computer Simulation
Distributed Artificial Intelligence
Smart Power Applications
Stability Analysis
Abstract
While coupling locally dispersed producers and consumers to large distributed networks comes with different socio-economic advantages as increase in production, higher market adaptability and higher resource efficiency, an immanent disadvantage is the accompanying raise in control complexity. Distributed agent-based control approaches are envisioned as a solution for managing distributed and complex production, supply, and infrastructure networks. Nevertheless they are difficult to be analyzed and hard to be handled. The major challenges coming with distributed control solutions may be found in the field of stability problems such as oscillatory network conditions potentially leading to network collapses. In this paper a general modeling and stability analysis approach for networked nodes is presented and applied on a marketplace of an agent-based smart grid system to distribute an energy demand between producers. Finally the analytical results are evaluated on a smart grid simulation.
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