University of Tasmania
Browse
Millar et al 2015.pdf (1.16 MB)

Constrained coordinated distributed control of smart grid with asynchronous information exchange

Download (1.16 MB)
journal contribution
posted on 2023-05-18, 14:44 authored by Benjamin MillarBenjamin Millar, Jiang, D, Haque, ME
Smart grid constrained optimal control is a complex issue due to the constant growth of grid complexity and the large volume of data available as input to smart device control. In this context, traditional centralized control paradigms may suffer in terms of the timeliness of optimization results due to the volume of data to be processed and the delayed asynchronous nature of the data transmission. To address these limits of centralized control, this paper presents a coordinated, distributed algorithm based on distributed, local controllers and a central coordinator for exchanging summarized global state information. The proposed model for exchanging global state information is resistant to fluctuations caused by the inherent interdependence between local controllers, and is robust to delays in information exchange. In addition, the algorithm features iterative refinement of local state estimations that is able to improve local controller ability to operate within network constraints. Application of the proposed coordinated, distributed algorithm through simulation shows its effectiveness in optimizing a global goal within a complex distribution system operating under constraints, while ensuring network operation stability under varying levels of information exchange delay, and with a range of network sizes.

History

Publication title

Journal of Modern Power Systems and Clean Energy

Issue

4

Pagination

512-525

ISSN

2196-5420

Department/School

School of Engineering

Publisher

Springer

Place of publication

China

Rights statement

Copyright 2015 The Authours. Licensed under Creative Commons Attribution 4.0 International (CC BY 4.0) https://creativecommons.org/licenses/by/4.0/

Repository Status

  • Open

Socio-economic Objectives

Energy storage, distribution and supply not elsewhere classified

Usage metrics

    University Of Tasmania

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC