4.7 Article

A versatile and modular modeling framework for diverse storage unit simulations

期刊

JOURNAL OF ENERGY STORAGE
卷 40, 期 -, 页码 -

出版社

ELSEVIER
DOI: 10.1016/j.est.2021.102758

关键词

Battery model; Kinetic battery model; Equivalent circuit model; Modeling and simulation; AnyLogic model

资金

  1. Siemens AG, Germany, Research in Energy and Electronics, Corporate Technology Division
  2. Siemens, Germany AG

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Electrochemical batteries are becoming increasingly important in our renewable powered society, and the capability to simulate these systems is crucial. A modular, versatile modeling methodology is presented in this work, able to simulate different technologies and sizes of storage units, while considering nonlinearities and various characteristics. Comprehensive simulation results for different storage systems are provided to showcase the fidelity, parametrization, and versatility of the approach.
Electrochemical batteries are becoming more essential for our increasingly renewable powered society every day. Therefore, the capability to simulate the behavior of these systems gains importance as well. Each storage unit from the broad technology spectrum comes with its own inherent characteristics and peculiarities proving it difficult to simulate various systems with one universal modeling approach. That however, is the most economical solution considering the effort-benefit ratio. In this work we therefore present and discuss a modular, highly versatile modeling methodology composed of several adapted submodels. The concept is able to simulate electrochemical storage units of diverging technologies as well as system size. Furthermore, it accounts for nonlinearities occurring due to current-voltage characteristics, current-rate as well as temperature dependencies, self-discharge, peripheral influence and aging phenomena. We outline benefits but also challenges of the approach and additionally showcase its sufficient fidelity, straightforward parametrization and versatility. Comprehensive simulation results are presented for a lithium-ion single cell as well as for four distinct storage systems of application relevant capacities, namely a lithium-ion rack, a valve regulated lead-acid unit, an all-vanadium redox-flow battery and a high-temperature sodium-nickel-chloride system.

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