A Hybrid Multi-Agent Framework for Load Management in Power Grid Systems
chapter
posted on 2023-05-22, 18:24authored byZhang, M, Ye, D, Quan BaiQuan Bai, Sutanto, D, Muttaqi, K
In order to cope with load management in power grid systems, this paper presents a hybrid multi-agent framework. This framework integrates the advantages of both centralized and decentralized architectures to achieve both accurate decisions and quick response, and avoid the single point of failure as well. The development of various agents and the behaviors of each agent in the framework are described. Moreover, an example is also introduced, which demonstrates the interaction among agents when a fault happens in a power grid system. The contribution of this paper is to combine local intelligence with global coordination in multi-agent system design to satisfy the challenging requirements in a power grid system.
History
Publication title
Advances in Practical Multi-Agent Systems: Studies in Computational Intelligence
Volume
325
Editors
Q Bai and N Fukuta
Pagination
129-143
ISBN
978-3-642-16097-4
Department/School
School of Information and Communication Technology