Self-organizing agents for efficient sustainable resource utilization

Benyun SHI, Jiming LIU

Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

1 Citation (Scopus)

Abstract

Decentralized energy systems (DESs), which are open and dynamically evolving systems, play advantageous roles in facilitating the utilization of sustainable resources (SRs) in remote rural areas. In this paper, we present a self-organizing mechanism by focusing on the nature-inspired behaviors of autonomous agents for improving the transport efficiency of SRs, which is a major obstacle for their extensive utilization. Three nature-inspired behavioral rules are proposed to provide feasible solutions from the viewpoint of problem-solving, and most importantly, to understand the relationships between the local interactions and decision-making of autonomous agents and the transport efficiency of a DES from the viewpoint of policy-making. Simulation results on both static and dynamic environments show that our mechanism can approach to optimal transport efficiency by tuning a control parameter. Moreover, benefiting from the nonlinear aggregation of cost information among self-organizing agents, it is computationally scalable for energy transportation in large-scale DESs. Practically, our mechanism may help gain a deep insight into energy policy issues in DESs such as transportation network planning from a self-organizing systems perspective.

Original languageEnglish
Title of host publicationProceedings - 2012 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2012
Pages510-517
Number of pages8
DOIs
Publication statusPublished - 2012
Event2012 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2012 - Macau, China
Duration: 4 Dec 20127 Dec 2012

Publication series

NameProceedings - 2012 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2012
Volume2

Conference

Conference2012 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2012
Country/TerritoryChina
CityMacau
Period4/12/127/12/12

Scopus Subject Areas

  • Artificial Intelligence
  • Software

User-Defined Keywords

  • autonomy-oriented computing
  • decentralized energy systems
  • self-organizing mechanism

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