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

Bart  Homan; Victor Maria Jacobus Johannes Reijnders; Gerwin  Hoogsteen; Johann L. Hurink; Gerardus Johannes Maria Smit

doi:10.1109/ISGTEurope.2018.8571691

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

Bart Homan, Victor Maria Jacobus Johannes Reijnders, Gerwin Hoogsteen, Johann L. Hurink, Gerardus Johannes Maria Smit

Discrete Mathematics and Mathematical Programming

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

1 Citation (Scopus)

141 Downloads (Pure)

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 language	English
Title of host publication	2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)
Place of Publication	Piscataway, NJ
Publisher	IEEE
Number of pages	6
ISBN (Electronic)	978-1-5386-4505-5, 978-1-5386-4504-8
ISBN (Print)	978-1-5386-4506-2
DOIs	https://doi.org/10.1109/ISGTEurope.2018.8571691
Publication status	Published - 13 Dec 2018
Event	8th IEEE PES Innovative Smart Grid Technologies Conference Europe 2018 - Hotel Holiday, Sarajevo, Bosnia and Herzegovina Duration: 21 Oct 2018 → 25 Oct 2018 Conference number: 8 http://sites.ieee.org/isgt-europe-2018/

Conference

Conference	8th IEEE PES Innovative Smart Grid Technologies Conference Europe 2018
Abbreviated title	ISGT Europe 2018
Country/Territory	Bosnia and Herzegovina
City	Sarajevo
Period	21/10/18 → 25/10/18
Internet address	http://sites.ieee.org/isgt-europe-2018/

Keywords

Storage
Predictive model
Smart grid
Energy management
State of Charge

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10.1109/ISGTEurope.2018.8571691

Homan2018implementationFinal published version, 331 KBLicence: Taverne

Cite this

@inproceedings{84f69308adf74dae8197467c99126ac2,

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 = dec,

day = "13",

doi = "10.1109/ISGTEurope.2018.8571691",

language = "English",

isbn = "978-1-5386-4506-2",

booktitle = "2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)",

publisher = "IEEE",

address = "United States",

note = "8th IEEE PES Innovative Smart Grid Technologies Conference Europe 2018, ISGT Europe 2018 ; Conference date: 21-10-2018 Through 25-10-2018",

url = "http://sites.ieee.org/isgt-europe-2018/",

}

Homan, B, Reijnders, VMJJ, Hoogsteen, G , Hurink, JL & Smit, GJM 2018, Implementation and Verification of a Realistic Battery Model in the DEMKit Simulation Software. in 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)., 8571691, IEEE, Piscataway, NJ, 8th IEEE PES Innovative Smart Grid Technologies Conference Europe 2018, Sarajevo, Bosnia and Herzegovina, 21/10/18. 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 et al.
2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe). Piscataway, NJ: IEEE, 2018. 8571691.

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

TY - GEN

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

N1 - Conference code: 8

PY - 2018/12/13

Y1 - 2018/12/13

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

U2 - 10.1109/ISGTEurope.2018.8571691

DO - 10.1109/ISGTEurope.2018.8571691

M3 - Conference contribution

SN - 978-1-5386-4506-2

BT - 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)

PB - IEEE

CY - Piscataway, NJ

T2 - 8th IEEE PES Innovative Smart Grid Technologies Conference Europe 2018

Y2 - 21 October 2018 through 25 October 2018

ER -

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

Abstract

Conference

Keywords

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Cite this