Power distribution system service restoration bases on a committee-based intelligent agent architecture

Wan Yu Yu*, Von Wun Soo, Men Shen Tsai

*Corresponding author for this work

Research output: Contribution to journalShort surveypeer-review

7 Scopus citations

Abstract

Multi-agent technology is applied in this paper to solve the distribution system service restoration problems. Specifically, switches in the distribution systems are modeled as intelligent agents and organized as local power committees in a distribution system. The advantage of this approach is to utilize the solving ability of a local committee of agents who could coordinate with neighboring committees to achieve an agreement that satisfies the global objective of the power distribution system service restoration problems without relying on a pre-determined centralized optimization algorithm as traditional approaches. The proposed coordination method helps switches in the distributed local power committees to reach a consensus among many proposed service restoration solutions after faults are detected and isolated. We also take the voltage violations into consideration in the search of solutions. Two examples of different power distribution systems are presented to demonstrate how the algorithms of the coordination method can identify the best restoration solution among many proposed local candidate solutions. The simulation results show that the proposed committee-based multi-agent approach yields better performance than the previous methods.

Original languageEnglish
Pages (from-to)92-102
Number of pages11
JournalEngineering Applications of Artificial Intelligence
Volume41
DOIs
StatePublished - 01 05 2015
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2015 Elsevier Ltd.

Keywords

  • Multi-agent system
  • Power distribution system
  • Service restoration

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