Modeling Populations of Thermostatic Loads with Switching Rate Actuation

Luminita Cristiana Totu; Rafal Wisniewski; John-Josef Leth

doi:10.4204/EPTCS.174.2

Modeling Populations of Thermostatic Loads with Switching Rate Actuation

Luminita Cristiana Totu, Rafal Wisniewski, John-Josef Leth

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

Abstract

We model thermostatic devices using a stochastic hybrid description, and introduce an external actuation mechanism that creates random switch events in the discrete dynamics. We then conjecture the form of the Fokker-Planck equation and successfully verify it numerically using Monte Carlo simulations. The actuation mechanism and subsequent modeling result are relevant for power system operation.

Originalsprog	Engelsk
Titel	Proceedings 4th Workshop on Hybrid Autonomous Systems (HAS 2014)
Redaktører	Manuela Bujorianu, Rafael Wisniewski
Vol/bind	174
Forlag	EPTCS
Publikationsdato	22 jan. 2015
Sider	13-21
DOI	https://doi.org/10.4204/EPTCS.174.2
Status	Udgivet - 22 jan. 2015
Begivenhed	4th Workshop on Hybrid Autonomous Systems (HAS 2014) - Grenoble, Frankrig Varighed: 12 apr. 2014 → 13 apr. 2014

Konference

Konference	4th Workshop on Hybrid Autonomous Systems (HAS 2014)
Land/Område	Frankrig
By	Grenoble
Periode	12/04/2014 → 13/04/2014

Navn	Electronic Proceedings in Theoretical Computer Science
ISSN	2075-2180

Adgang til dokumentet

10.4204/EPTCS.174.2

http://eptcs.web.cse.unsw.edu.au/paper.cgi?HAS2014.2

AUB Link

Søg efter materialet i Aalborg Universitetsbiblioteks søgemaskine

Smart and Cool
Wisniewski, R., Bendtsen, J. D., Stoustrup, J., Leth, J., Juelsgaard, M., Totu, L. C. & Shafiei, S. E.
15/08/2011 → 31/12/2014
Projekter: Projekt › Forskning

Citationsformater

@inproceedings{3eb1395a6bb44db78fca71c6ce628239,

title = "Modeling Populations of Thermostatic Loads with Switching Rate Actuation",

abstract = "We model thermostatic devices using a stochastic hybrid description, and introduce an external actuation mechanism that creates random switch events in the discrete dynamics. We then conjecture the form of the Fokker-Planck equation and successfully verify it numerically using Monte Carlo simulations. The actuation mechanism and subsequent modeling result are relevant for power system operation.",

author = "Totu, {Luminita Cristiana} and Rafal Wisniewski and John-Josef Leth",

year = "2015",

month = jan,

day = "22",

doi = "10.4204/EPTCS.174.2",

language = "English",

volume = "174",

series = "Electronic Proceedings in Theoretical Computer Science",

publisher = "EPTCS",

pages = "13--21",

editor = "Manuela Bujorianu and Rafael Wisniewski",

booktitle = "Proceedings 4th Workshop on Hybrid Autonomous Systems (HAS 2014)",

note = "4th Workshop on Hybrid Autonomous Systems (HAS 2014) ; Conference date: 12-04-2014 Through 13-04-2014",

}

Totu, LC, Wisniewski, R & Leth, J-J 2015, Modeling Populations of Thermostatic Loads with Switching Rate Actuation. i M Bujorianu & R Wisniewski (red), Proceedings 4th Workshop on Hybrid Autonomous Systems (HAS 2014). bind 174, EPTCS, Electronic Proceedings in Theoretical Computer Science, s. 13-21, 4th Workshop on Hybrid Autonomous Systems (HAS 2014), Grenoble, Frankrig, 12/04/2014. https://doi.org/10.4204/EPTCS.174.2

Modeling Populations of Thermostatic Loads with Switching Rate Actuation. / Totu, Luminita Cristiana; Wisniewski, Rafal ; Leth, John-Josef.
Proceedings 4th Workshop on Hybrid Autonomous Systems (HAS 2014). red. / Manuela Bujorianu; Rafael Wisniewski. Bind 174 EPTCS, 2015. s. 13-21 (Electronic Proceedings in Theoretical Computer Science).

Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

TY - GEN

T1 - Modeling Populations of Thermostatic Loads with Switching Rate Actuation

AU - Totu, Luminita Cristiana

AU - Wisniewski, Rafal

AU - Leth, John-Josef

PY - 2015/1/22

Y1 - 2015/1/22

N2 - We model thermostatic devices using a stochastic hybrid description, and introduce an external actuation mechanism that creates random switch events in the discrete dynamics. We then conjecture the form of the Fokker-Planck equation and successfully verify it numerically using Monte Carlo simulations. The actuation mechanism and subsequent modeling result are relevant for power system operation.

AB - We model thermostatic devices using a stochastic hybrid description, and introduce an external actuation mechanism that creates random switch events in the discrete dynamics. We then conjecture the form of the Fokker-Planck equation and successfully verify it numerically using Monte Carlo simulations. The actuation mechanism and subsequent modeling result are relevant for power system operation.

U2 - 10.4204/EPTCS.174.2

DO - 10.4204/EPTCS.174.2

M3 - Article in proceeding

VL - 174

T3 - Electronic Proceedings in Theoretical Computer Science

SP - 13

EP - 21

BT - Proceedings 4th Workshop on Hybrid Autonomous Systems (HAS 2014)

A2 - Bujorianu, Manuela

A2 - Wisniewski, Rafael

PB - EPTCS

T2 - 4th Workshop on Hybrid Autonomous Systems (HAS 2014)

Y2 - 12 April 2014 through 13 April 2014

ER -

Modeling Populations of Thermostatic Loads with Switching Rate Actuation

Abstract

Konference

Adgang til dokumentet

AUB Link

Fingeraftryk

Projekter

Smart and Cool

Citationsformater