Generation of flexible domestic load profiles to evaluate demand side management approaches

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

17 Citations (Scopus)
342 Downloads (Pure)

Abstract

Various Demand Side Management (DSM) approaches have been developed the last couple of years to avoid costly grid upgrades. However, evaluation of these DSM methodologies is usually restricted to a use-case specific example, making comparison between different DSM approaches hard. This paper presents a novel, open source, load profile generator to evaluate and compare DSM approaches. In addition to static load profiles for both active and reactive power, it also provides flexibility information for various classes of controllable domestic devices. Load profiles and flexibility information are generated using a simple behavioural simulation. The output data uses 1 minute intervals and incorporates device measurements. The generated profiles are in sound with the measurement data obtained in a field test on both the household level and aggregated neighbourhood level. The same dynamics, such as unbalanced loading and rapid power consumption fluctuations, are observed in the generated model.
Original languageUndefined
Title of host publication2016 IEEE International Energy Conference (ENERGYCON)
Place of PublicationUSA
PublisherIEEE Power & Energy Society
Pages1279
Number of pages6
ISBN (Print)978-1-4673-8463-6
DOIs
Publication statusPublished - 7 Apr 2016
Event2016 IEEE International Energy Conference, ENERGYCON 2016 - Leuven, Belgium
Duration: 4 Apr 20168 Apr 2016
http://www.ieee-energycon2016.org/

Publication series

Name
PublisherIEEE Power & Energy Society

Conference

Conference2016 IEEE International Energy Conference, ENERGYCON 2016
Abbreviated titleENERGYCON
CountryBelgium
CityLeuven
Period4/04/168/04/16
Internet address

Keywords

  • load management
  • EWI-27137
  • IR-100962
  • METIS-318487
  • Load modeling
  • Simulation
  • Demand Side Management

Cite this

Hoogsteen, G., Molderink, A., Hurink, J. L., & Smit, G. J. M. (2016). Generation of flexible domestic load profiles to evaluate demand side management approaches. In 2016 IEEE International Energy Conference (ENERGYCON) (pp. 1279). USA: IEEE Power & Energy Society. https://doi.org/10.1109/ENERGYCON.2016.7513873
Hoogsteen, Gerwin ; Molderink, Albert ; Hurink, Johann L. ; Smit, Gerardus Johannes Maria. / Generation of flexible domestic load profiles to evaluate demand side management approaches. 2016 IEEE International Energy Conference (ENERGYCON). USA : IEEE Power & Energy Society, 2016. pp. 1279
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title = "Generation of flexible domestic load profiles to evaluate demand side management approaches",
abstract = "Various Demand Side Management (DSM) approaches have been developed the last couple of years to avoid costly grid upgrades. However, evaluation of these DSM methodologies is usually restricted to a use-case specific example, making comparison between different DSM approaches hard. This paper presents a novel, open source, load profile generator to evaluate and compare DSM approaches. In addition to static load profiles for both active and reactive power, it also provides flexibility information for various classes of controllable domestic devices. Load profiles and flexibility information are generated using a simple behavioural simulation. The output data uses 1 minute intervals and incorporates device measurements. The generated profiles are in sound with the measurement data obtained in a field test on both the household level and aggregated neighbourhood level. The same dynamics, such as unbalanced loading and rapid power consumption fluctuations, are observed in the generated model.",
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publisher = "IEEE Power & Energy Society",
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booktitle = "2016 IEEE International Energy Conference (ENERGYCON)",

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Hoogsteen, G, Molderink, A, Hurink, JL & Smit, GJM 2016, Generation of flexible domestic load profiles to evaluate demand side management approaches. in 2016 IEEE International Energy Conference (ENERGYCON). IEEE Power & Energy Society, USA, pp. 1279, 2016 IEEE International Energy Conference, ENERGYCON 2016, Leuven, Belgium, 4/04/16. https://doi.org/10.1109/ENERGYCON.2016.7513873

Generation of flexible domestic load profiles to evaluate demand side management approaches. / Hoogsteen, Gerwin; Molderink, Albert; Hurink, Johann L.; Smit, Gerardus Johannes Maria.

2016 IEEE International Energy Conference (ENERGYCON). USA : IEEE Power & Energy Society, 2016. p. 1279.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

TY - GEN

T1 - Generation of flexible domestic load profiles to evaluate demand side management approaches

AU - Hoogsteen, Gerwin

AU - Molderink, Albert

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AU - Smit, Gerardus Johannes Maria

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N2 - Various Demand Side Management (DSM) approaches have been developed the last couple of years to avoid costly grid upgrades. However, evaluation of these DSM methodologies is usually restricted to a use-case specific example, making comparison between different DSM approaches hard. This paper presents a novel, open source, load profile generator to evaluate and compare DSM approaches. In addition to static load profiles for both active and reactive power, it also provides flexibility information for various classes of controllable domestic devices. Load profiles and flexibility information are generated using a simple behavioural simulation. The output data uses 1 minute intervals and incorporates device measurements. The generated profiles are in sound with the measurement data obtained in a field test on both the household level and aggregated neighbourhood level. The same dynamics, such as unbalanced loading and rapid power consumption fluctuations, are observed in the generated model.

AB - Various Demand Side Management (DSM) approaches have been developed the last couple of years to avoid costly grid upgrades. However, evaluation of these DSM methodologies is usually restricted to a use-case specific example, making comparison between different DSM approaches hard. This paper presents a novel, open source, load profile generator to evaluate and compare DSM approaches. In addition to static load profiles for both active and reactive power, it also provides flexibility information for various classes of controllable domestic devices. Load profiles and flexibility information are generated using a simple behavioural simulation. The output data uses 1 minute intervals and incorporates device measurements. The generated profiles are in sound with the measurement data obtained in a field test on both the household level and aggregated neighbourhood level. The same dynamics, such as unbalanced loading and rapid power consumption fluctuations, are observed in the generated model.

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KW - IR-100962

KW - METIS-318487

KW - Load modeling

KW - Simulation

KW - Demand Side Management

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DO - 10.1109/ENERGYCON.2016.7513873

M3 - Conference contribution

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Hoogsteen G, Molderink A, Hurink JL, Smit GJM. Generation of flexible domestic load profiles to evaluate demand side management approaches. In 2016 IEEE International Energy Conference (ENERGYCON). USA: IEEE Power & Energy Society. 2016. p. 1279 https://doi.org/10.1109/ENERGYCON.2016.7513873