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

Keywords

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

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