Decision making for industrial agents in Smart Grid applications

Guinara Zhabelova, Valeriy Vyatkin, Viktor Dubinin

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2 Citations (Scopus)

Abstract

Agent technology in the power system domain is the realm of theory and laboratory simulation. Agent-based systems, due to their complexity of concept and design, may appear difficult to implement and maintain, and hence more expensive, which is a prohibiting factor against using the new technology. Designing a decision-making system for an agent is one of the most complex tasks in the development of agent-based systems. Designing a decision-making system enabling proactive behaviours while maintaining reasonable complexity is a challenge. This paper proposes an deliberative decision making system for an industrial agent which allows pro-active behaviour of the agent while maintaining reasonable complexity. It employs a combination of practical and procedural reasoning principles. The formal definition of the proposed deliberative layer is derived in the paper. The procedural reasoning is based on IEC 61850 Logical Node concept and implemented with IEC 61499 reference architecture. The proposed agent architecture is demonstrated on the Fault Location Isolation and Supply Restoration application and validated via so-simulation with Matlab model of the sample distribution network.

Original languageEnglish
Title of host publicationProceedings, IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society
PublisherIEEE
Pages3584-3590
Number of pages7
ISBN (Electronic)9781479940325
DOIs
Publication statusPublished - 24 Feb 2014
MoE publication typeA4 Article in a conference publication
EventAnnual Conference of the IEEE Industrial Electronics Society - Dallas, United States
Duration: 29 Oct 20141 Nov 2014
Conference number: 40

Publication series

NameAnnual conference of the IEEE Industrial Electronics Society
ISSN (Print)1553-572X

Conference

ConferenceAnnual Conference of the IEEE Industrial Electronics Society
Abbreviated titleIECON
CountryUnited States
CityDallas
Period29/10/201401/11/2014

Keywords

  • Agent
  • Decision making
  • Deliberation
  • Distributed grid intelligence
  • IEC 61499
  • IEC 61850
  • Power system automation
  • Reasoning
  • Smart grid

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