Multi agent system: concepts, platforms and applications in power systems

A. Sujil, Jatin Verma, Rajesh Kumar

Research output: Contribution to journalArticlepeer-review

51 Citations (Scopus)

Abstract

The power system is presently experiencing vital changes: it is advancing from a centralized structure to a decentralized one, primarily because of the enormous advancement of distributed renewable energy sources, so future power system obliges new control strategies. These systems must have the capacity to withstand new requirements, for example, the exceedingly disseminated nature, the irregularity of renewable energy sources and the restricted data transfer capacity for communications. Multi agent systems (MAS) have attributes that meet these prerequisites. A certain degree of distributed or collective intelligence can be accomplished through the connection of these agents with one another, participating or contending to achieve their objectives. This paper introduces outline of the fundamental ideas of MAS and its different platforms. Also, it provides a comprehensive survey on the power system applications in which MAS technique has been applied. For each power system application, technical details are also discussed.

Original languageEnglish
Pages (from-to)153-182
Number of pages30
JournalArtificial Intelligence Review
Volume49
Issue number2
DOIs
Publication statusPublished - 1 Feb 2018
Externally publishedYes

Keywords

  • Centralized control
  • Decentralized control
  • MAS platform
  • Multi agent system
  • Power system
  • Self healing

ASJC Scopus subject areas

  • Language and Linguistics
  • Linguistics and Language
  • Artificial Intelligence

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