Fuzzy logic modeling of EIS measurements on lithium-ion batteries
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The fit of an equivalent circuit model to EIS is often non-unique and it is questionable whether a purely electrical model can capture the physical, chemical and materials properties and processes of a battery.
“the fit is often non-unique and it is questionable whether a purely electrical model can capture the physical, chemical and materials properties and processes of a battery”
From Identifying degradation patterns of lithium ion batteries from impedance spectroscopy using machine learning (2020) · cites this paper as [28]
Cites
Determination of state-of-charge and state-of-health of batteries by fuzzy logic methodology
Salkind, A. J., Fennie, C., Singh, P., Atwater, T., & Reisner, D. E. (1999) · Journal of Power Sources · doi:10.1016/s0378-7753(99)00079-8 · Cited by 457 · see citing works
Self-citationTemperature dependence studies of a.c. impedance of lithium-ion cells
Suresh, P., Shukla, A., & Munichandraiah, N. (2002) · Journal of Applied Electrochemistry · doi:10.1023/a:1015565404343 · Cited by 126 · see citing works
Testing of lithium-ion 18650 cells and characterizing/predicting cell performance
Fellner, J. P., Loeber, G. J., & Sandhu, S. S. (1999) · Journal of Power Sources · doi:10.1016/s0378-7753(98)00238-9 · Cited by 38 · see citing works
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A review on lithium-ion battery ageing mechanisms and estimations for automotive applications
Barré, A., Deguilhem, B., Grolleau, S., Gérard, M., Suard, F., & Riu, D. (2013) · Journal of Power Sources · doi:10.1016/j.jpowsour.2013.05.040 · Cited by 1,758 · see citing works
Jaguemont, J., Boulon, L., & Dubé, Y. (2016) · Applied Energy · doi:10.1016/j.apenergy.2015.11.034 · Cited by 1,188 · see citing works
Xiong, R., Li, L., & Tian, J. (2018) · Journal of Power Sources · doi:10.1016/j.jpowsour.2018.10.019 · Cited by 1,017 · see citing works
Zhang, Y., Tang, Q., Zhang, Y., Wang, J., Stimming, U., & Lee, A. A. (2020) · Nature Communications · doi:10.1038/s41467-020-15235-7 · Cited by 889 · see citing works
Li, F., & Xu, J. (2015) · Microelectronics Reliability · doi:10.1016/j.microrel.2015.02.025 · Cited by 150 · see citing works
- Authors
- Singh, P., Vinjamuri, R., Wang, X., & Reisner, D.
- Affiliations
- Villanova University (US)
- Corresponding author
- Singh, Pritpal
- Venue
- Electrochimica Acta
- Publisher
- Elsevier BV
- Published
- 2006-01
- Volume
- 51
- Issue
- 8-9
- Pages
- 1673-1679
- ISSN
- 0013-4686 (ISSN-L)
- OpenAlex
- W2018812579
- Cited by
- 73
- References
- 3
- Citations by year
- 2026: 4 · 2025: 5 · 2024: 4 · 2023: 9 · 2022: 5 · 2021: 6 · 2020: 8 · 2019: 1 · 2018: 3 · 2017: 3 · 2016: 2 · 2015: 2 · 2014: 4 · 2013: 4 · 2012: 6
- FWCI
- 0.00
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Electrochimica Acta (publishedVersion)
- Funders
- Small Business Technology Transfer (2R42HL64984-02)
- National Institutes of Health
- Topics
- Physical Sciences › Engineering › Automotive Engineering › Advanced Battery Technologies Research
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Advancements in Battery Materials
- Physical Sciences › Computer Science › Artificial Intelligence › Fuzzy Logic and Control Systems
- Keywords
- lithium-ion batteries, fuzzy modeling, state of health estimation, state of charge estimation, electrochemical impedance spectroscopy, voltage recovery, charge-discharge cycling, battery cycle life
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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