Implementation and Verification of a Realistic Battery Model in the DEMKit Simulation Software

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Abstract

In this work we consider the implementation of the DiBu-model, a realistic model for battery State of Charge prediction, in DEMKit, a smart grid energy management toolkit. The implementation is discussed in detail and the differences between the ideal battery model previously used, and the new realistic model are shown. Lastly the model and implementation are validated by comparing the State of Charge predicted using DEMKit to the State of Charge derived from measurements on an actual battery. The predicted battery behavior matches reality quite well, the difference between the predicted and measured state of charge is generally less than 2%.
Original languageEnglish
DOIs
Publication statusE-pub ahead of print/First online - 13 Dec 2018
Event8th IEEE PES Innovative Smart Grid Technologies Conference Europe 2018 - Hotel Holiday, Sarajevo, Bosnia and Herzegovina
Duration: 21 Oct 201825 Oct 2018
Conference number: 8
http://sites.ieee.org/isgt-europe-2018/

Conference

Conference8th IEEE PES Innovative Smart Grid Technologies Conference Europe 2018
Abbreviated titleISGT Europe 2018
CountryBosnia and Herzegovina
CitySarajevo
Period21/10/1825/10/18
Internet address

Fingerprint

Energy management

Keywords

  • Storage
  • Predictive model
  • Smart Grid
  • Energy management
  • State of Charge

Cite this

Homan, B., Reijnders, V. M. J. J., Hoogsteen, G., Hurink, J. L., & Smit, G. J. M. (2018). Implementation and Verification of a Realistic Battery Model in the DEMKit Simulation Software. Paper presented at 8th IEEE PES Innovative Smart Grid Technologies Conference Europe 2018, Sarajevo, Bosnia and Herzegovina. https://doi.org/10.1109/ISGTEurope.2018.8571691
Homan, Bart ; Reijnders, Victor Maria Jacobus Johannes ; Hoogsteen, Gerwin ; Hurink, Johann L. ; Smit, Gerardus Johannes Maria. / Implementation and Verification of a Realistic Battery Model in the DEMKit Simulation Software. Paper presented at 8th IEEE PES Innovative Smart Grid Technologies Conference Europe 2018, Sarajevo, Bosnia and Herzegovina.
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title = "Implementation and Verification of a Realistic Battery Model in the DEMKit Simulation Software",
abstract = "In this work we consider the implementation of the DiBu-model, a realistic model for battery State of Charge prediction, in DEMKit, a smart grid energy management toolkit. The implementation is discussed in detail and the differences between the ideal battery model previously used, and the new realistic model are shown. Lastly the model and implementation are validated by comparing the State of Charge predicted using DEMKit to the State of Charge derived from measurements on an actual battery. The predicted battery behavior matches reality quite well, the difference between the predicted and measured state of charge is generally less than 2{\%}.",
keywords = "Storage, Predictive model, Smart Grid, Energy management, State of Charge",
author = "Bart Homan and Reijnders, {Victor Maria Jacobus Johannes} and Gerwin Hoogsteen and Hurink, {Johann L.} and Smit, {Gerardus Johannes Maria}",
year = "2018",
month = "12",
day = "13",
doi = "10.1109/ISGTEurope.2018.8571691",
language = "English",
note = "8th IEEE PES Innovative Smart Grid Technologies Conference Europe 2018, ISGT Europe 2018 ; Conference date: 21-10-2018 Through 25-10-2018",
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}

Homan, B, Reijnders, VMJJ, Hoogsteen, G, Hurink, JL & Smit, GJM 2018, 'Implementation and Verification of a Realistic Battery Model in the DEMKit Simulation Software' Paper presented at 8th IEEE PES Innovative Smart Grid Technologies Conference Europe 2018, Sarajevo, Bosnia and Herzegovina, 21/10/18 - 25/10/18, . https://doi.org/10.1109/ISGTEurope.2018.8571691

Implementation and Verification of a Realistic Battery Model in the DEMKit Simulation Software. / Homan, Bart ; Reijnders, Victor Maria Jacobus Johannes; Hoogsteen, Gerwin ; Hurink, Johann L.; Smit, Gerardus Johannes Maria.

2018. Paper presented at 8th IEEE PES Innovative Smart Grid Technologies Conference Europe 2018, Sarajevo, Bosnia and Herzegovina.

Research output: Contribution to conferencePaperAcademicpeer-review

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T1 - Implementation and Verification of a Realistic Battery Model in the DEMKit Simulation Software

AU - Homan, Bart

AU - Reijnders, Victor Maria Jacobus Johannes

AU - Hoogsteen, Gerwin

AU - Hurink, Johann L.

AU - Smit, Gerardus Johannes Maria

PY - 2018/12/13

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N2 - In this work we consider the implementation of the DiBu-model, a realistic model for battery State of Charge prediction, in DEMKit, a smart grid energy management toolkit. The implementation is discussed in detail and the differences between the ideal battery model previously used, and the new realistic model are shown. Lastly the model and implementation are validated by comparing the State of Charge predicted using DEMKit to the State of Charge derived from measurements on an actual battery. The predicted battery behavior matches reality quite well, the difference between the predicted and measured state of charge is generally less than 2%.

AB - In this work we consider the implementation of the DiBu-model, a realistic model for battery State of Charge prediction, in DEMKit, a smart grid energy management toolkit. The implementation is discussed in detail and the differences between the ideal battery model previously used, and the new realistic model are shown. Lastly the model and implementation are validated by comparing the State of Charge predicted using DEMKit to the State of Charge derived from measurements on an actual battery. The predicted battery behavior matches reality quite well, the difference between the predicted and measured state of charge is generally less than 2%.

KW - Storage

KW - Predictive model

KW - Smart Grid

KW - Energy management

KW - State of Charge

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Homan B, Reijnders VMJJ, Hoogsteen G, Hurink JL, Smit GJM. Implementation and Verification of a Realistic Battery Model in the DEMKit Simulation Software. 2018. Paper presented at 8th IEEE PES Innovative Smart Grid Technologies Conference Europe 2018, Sarajevo, Bosnia and Herzegovina. https://doi.org/10.1109/ISGTEurope.2018.8571691