Controls oriented reduced order modeling of solid-electrolyte interphase layer growth
► Battery chargers and management systems influence cell degradation and therefore life. ► A simple model of cell degradation via SEI layer growth is developed. ► This model approximates a physics-based model, is simple, accurate and very fast. Battery cell life depends critically on how the cell is...
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Veröffentlicht in: | Journal of power sources 2012-07, Vol.209, p.282-288 |
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Hauptverfasser: | , , , |
Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | ► Battery chargers and management systems influence cell degradation and therefore life. ► A simple model of cell degradation via SEI layer growth is developed. ► This model approximates a physics-based model, is simple, accurate and very fast.
Battery cell life depends critically on how the cell is used. Therefore, battery chargers and battery management systems must be designed to control cell usage carefully. In order to design optimal battery controls that effect a tradeoff between cell performance (in some sense) and cell life, a model of cell degradation is necessary. This model must be simple and incremental in order to be implemented by an inexpensive microcontroller. This paper takes a first step toward developing such a controls-oriented comprehensive cell degradation model by deriving a reduced-order model of a single mechanism: the growth process of the solid-electrolyte interphase (SEI) layer, along with the resulting resistance rise and capacity loss. This reduced-order model approximates a physics-based PDE model from the literature, is simple and accurate, and may be used in optimal strategies for controlling lithium-ion batteries. |
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ISSN: | 0378-7753 1873-2755 |
DOI: | 10.1016/j.jpowsour.2012.02.114 |