Smart grids as distributed learning control

D. J. Hill; T. Liu; G. Verbic

doi:10.1109/PESGM.2012.6344726

Smart grids as distributed learning control

D. J. Hill
, T. Liu
, G. Verbic

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

28 Citations (Scopus)

Abstract

The topic of smart grids has received a lot of attention but from a scientific point of view it is a highly imprecise concept. This paper attempts to describe what could ultimately work as a control process to fulfill the aims usually stated for such grids without throwing away some important principles established by the pioneers in power system control. In modern terms, we need distributed (or multi-agent) learning control which is suggested to work with a certain consensus mechanism which appears to leave room for achieving cyber-physical security, robustness and performance goals.

Original language	English
Title of host publication	2012 IEEE Power and Energy Society General Meeting, PES 2012
Publisher	IEEE, Institute of Electrical and Electronics Engineers
ISBN (Print)	9781467327275
DOIs	https://doi.org/10.1109/PESGM.2012.6344726
Publication status	Published - 2012
Externally published	Yes
Event	IEEE Power and Energy Society General Meeting 2012 - Manchester Grand Hyatt, San Diego, United States of America Duration: 22 Jul 2012 → 26 Jul 2012 http://www.pes-gm.org/2012/ https://ieeexplore.ieee.org/xpl/conhome/6330648/proceeding (Proceedings)

Publication series

Name	IEEE Power and Energy Society General Meeting
ISSN (Print)	1944-9925
ISSN (Electronic)	1944-9933

Conference

Conference	IEEE Power and Energy Society General Meeting 2012
Abbreviated title	PES-GM 2012
Country/Territory	United States of America
City	San Diego
Period	22/07/12 → 26/07/12
Internet address	http://www.pes-gm.org/2012/ https://ieeexplore.ieee.org/xpl/conhome/6330648/proceeding (Proceedings)

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

Adaptive systems
Distributed control
Networked control systems
Smart grids

Access to Document

10.1109/PESGM.2012.6344726

Cite this

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title = "Smart grids as distributed learning control",

abstract = "The topic of smart grids has received a lot of attention but from a scientific point of view it is a highly imprecise concept. This paper attempts to describe what could ultimately work as a control process to fulfill the aims usually stated for such grids without throwing away some important principles established by the pioneers in power system control. In modern terms, we need distributed (or multi-agent) learning control which is suggested to work with a certain consensus mechanism which appears to leave room for achieving cyber-physical security, robustness and performance goals.",

keywords = "Adaptive systems, Distributed control, Networked control systems, Smart grids",

author = "Hill, \{D. J.\} and T. Liu and G. Verbic",

year = "2012",

doi = "10.1109/PESGM.2012.6344726",

language = "English",

isbn = "9781467327275",

series = "IEEE Power and Energy Society General Meeting",

publisher = "IEEE, Institute of Electrical and Electronics Engineers",

booktitle = "2012 IEEE Power and Energy Society General Meeting, PES 2012",

address = "United States of America",

note = "IEEE Power and Energy Society General Meeting 2012, PES-GM 2012 ; Conference date: 22-07-2012 Through 26-07-2012",

url = "http://www.pes-gm.org/2012/, https://ieeexplore.ieee.org/xpl/conhome/6330648/proceeding",

}

Hill, DJ, Liu, T & Verbic, G 2012, Smart grids as distributed learning control. in 2012 IEEE Power and Energy Society General Meeting, PES 2012. IEEE Power and Energy Society General Meeting, IEEE, Institute of Electrical and Electronics Engineers, IEEE Power and Energy Society General Meeting 2012, San Diego, California, United States of America, 22/07/12. https://doi.org/10.1109/PESGM.2012.6344726

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T1 - Smart grids as distributed learning control

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AU - Liu, T.

AU - Verbic, G.

PY - 2012

Y1 - 2012

N2 - The topic of smart grids has received a lot of attention but from a scientific point of view it is a highly imprecise concept. This paper attempts to describe what could ultimately work as a control process to fulfill the aims usually stated for such grids without throwing away some important principles established by the pioneers in power system control. In modern terms, we need distributed (or multi-agent) learning control which is suggested to work with a certain consensus mechanism which appears to leave room for achieving cyber-physical security, robustness and performance goals.

AB - The topic of smart grids has received a lot of attention but from a scientific point of view it is a highly imprecise concept. This paper attempts to describe what could ultimately work as a control process to fulfill the aims usually stated for such grids without throwing away some important principles established by the pioneers in power system control. In modern terms, we need distributed (or multi-agent) learning control which is suggested to work with a certain consensus mechanism which appears to leave room for achieving cyber-physical security, robustness and performance goals.

KW - Adaptive systems

KW - Distributed control

KW - Networked control systems

KW - Smart grids

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U2 - 10.1109/PESGM.2012.6344726

DO - 10.1109/PESGM.2012.6344726

M3 - Conference Paper

AN - SCOPUS:84870607783

SN - 9781467327275

T3 - IEEE Power and Energy Society General Meeting

BT - 2012 IEEE Power and Energy Society General Meeting, PES 2012

PB - IEEE, Institute of Electrical and Electronics Engineers

T2 - IEEE Power and Energy Society General Meeting 2012

Y2 - 22 July 2012 through 26 July 2012

ER -

Smart grids as distributed learning control

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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Cite this