Design of a multi-agent system for distributed voltage regulation

Tools

Chen, Minjiang and Athanasiadis, Dimitrios and Al Faiya, Badr and McArthur, Stephen and Kockar, Ivana and Lu, Haowei and De Leon, Francisco; (2017) Design of a multi-agent system for distributed voltage regulation. In: 2017 19th International Conference on Intelligent Systems Application to Power Systems (ISAP). IEEE, USA. ISBN 978-1-5090-4000-1 (https://doi.org/10.1109/ISAP.2017.8071400)

[thumbnail of Chen-etal-ISAP-2017-Design-of-a-multi-agent-system-for-distributed-voltage-regulation]
Preview
 Text. Filename: Chen_etal_ISAP_2017_Design_of_a_multi_agent_system_for_distributed_voltage_regulation.pdf
Accepted Author Manuscript
Download (1MB)| Preview

Abstract

In this paper, an intelligent distributed multi-agent system (MAS) is proposed for the implementation of a novel optimization technique for distributed voltage regulation. The proposed MAS approach controls a large heavily-meshed distribution network which is grouped into small subnetworks using ε decomposition. The voltage regulation is accomplished by distributed generator (DG) agents, linear programming solver (LPS) agents, network violation detector (NVD) agents, and one ε decomposition agent. The LPS agent has an embedded control algorithm which optimizes DG generation within a subnetwork once the voltage at particular nodes exceeds the normal operational limits. The subnetworks and their control requirements are achieved through self-organization, which is the novelty of the research. Each intelligent agent has its own knowledge and reasoning logic to plan its own activities. The control actions are coordinated through agent communications within the subnetwork. The agent platform, Presage2, with improved autonomy and agent communication capability, has been used to develop the proposed MAS system and design the agents’ behaviors.

ORCID iDs

Chen, Minjiang ORCID logoORCID: https://orcid.org/0000-0002-0814-9139, Athanasiadis, Dimitrios ORCID logoORCID: https://orcid.org/0000-0002-1423-7020, Al Faiya, Badr, McArthur, Stephen ORCID logoORCID: https://orcid.org/0000-0003-1312-8874, Kockar, Ivana ORCID logoORCID: https://orcid.org/0000-0001-9246-1303, Lu, Haowei and De Leon, Francisco;
  • Item type:Book Section
    ID code:60746
    Dates:
    Date
    Event
    19 October 2017
    Published
    20 May 2017
    Accepted
    Notes:© 2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
    Subjects:Technology > Electrical engineering. Electronics Nuclear engineering
    Department:Faculty of Engineering > Electronic and Electrical Engineering
    Depositing user: Pure Administrator
    Date deposited:22 May 2017 14:30
    Last modified:26 Nov 2024 01:23
    Related URLs:
    URI:https://strathprints.strath.ac.uk/id/eprint/60746
CORE (COnnecting REpositories)