The DOI matches its Crossref record; 3 of the 3 references it cites were found in a registry or an index.
Optimal charging strategies in lithium-ion battery
Abstract
There is a strong need for advanced control methods in battery management systems, especially in the plug-in hybrid and electric vehicles sector, due to cost and safety issues of new high-power battery packs and high-energy cell design. Limitations in computational speed and available memory require the use of very simple battery models and basic control algorithms, which in turn result in suboptimal utilization of the battery. This work investigates the possible use of optimal control strategies for charging. We focus on the minimum time charging problem, where different constraints on internal battery states are considered. Based on features of the open-loop optimal charging solution, we propose a simple one-step predictive controller, which is shown to recover the time-optimal solution, while being feasible for real-time computations. We present simulation results suggesting a decrease in charging time by 50% compared to the conventional constant-current / constant-voltage method for lithium-ion batteries.
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Citations
Cites
Modeling of Galvanostatic Charge and Discharge of the Lithium/Polymer/Insertion Cell
Doyle, M., Fuller, T. F., & Newman, J. (1993) · Journal of The Electrochemical Society · doi:10.1149/1.2221597 · Cited by 4,328 · cited 1×
“The governing equations are given by (see also [1], [7], [8]) ǫe ∂ce(x,t) ∂t = ∂ ∂x (”
Stress generation and fracture in lithium insertion materials
Christensen, J., & Newman, J. (2006) · Journal of Solid State Electrochemistry · doi:10.1007/s10008-006-0095-1 · Cited by 727
Self-citationArora, P., Doyle, M., & White, R. E. (1999) · Journal of The Electrochemical Society · doi:10.1149/1.1392512 · Cited by 586 · cited 1×
“Especially during charging, we want to minimize the lithium deposition side reaction [1], [10], which is a cathodic side reaction and occurs in the negative electrode.”
Background
Cited by
Lithium-ion battery fast charging: A review
Tomaszewska, A., Chu, Z., Feng, X., O'Kane, S., Liu, X., Chen, J., Ji, C., Endler, E., Li, R., Liu, L., et al. (2019) · eTransportation · doi:10.1016/j.etran.2019.100011 · Cited by 1,592
Keil, P., & Jossen, A. (2016) · Journal of Energy Storage · doi:10.1016/j.est.2016.02.005 · Cited by 477
Electric Vehicles Charging Technology Review and Optimal Size Estimation
Brenna, M., Foiadelli, F., Leone, C., & Longo, M. (2020) · Journal of Electrical Engineering & Technology · doi:10.1007/s42835-020-00547-x · Cited by 298
Enabling fast charging – Vehicle considerations
Meintz, A., Zhang, J., Vijayagopal, R., Kreutzer, C., Ahmed, S., Bloom, I., Burnham, A., Carlson, R. B., Dias, F., Dufek, E. J., et al. (2017) · Journal of Power Sources · doi:10.1016/j.jpowsour.2017.07.093 · Cited by 190
Metadata
- Authors
- Klein, R., Chaturvedi, N. A., Christensen, J., Ahmed, J., Findeisen, R., & Kojic, A.
- Venue
- Proceedings of the 2011 American Control Conference
- Publisher
- IEEE
- Published
- 2011-06
- Pages
- 382-387
- ISSN
- 0743-1619 (ISSN-L)
- OpenAlex
- W2148602279
- Cited by
- 196
- References
- 3
- FWCI
- 6.55
- Type
- conference paper
- Language
- en
- Open access
- closed
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- Klein, R., Chaturvedi, N. A., Christensen, J., Ahmed, J., Findeisen, R., & Kojic, A. (2011). Optimal charging strategies in lithium-ion battery. Proceedings of the 2011 American Control Conference. https://doi.org/10.1109/acc.2011.5991497
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
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