The DOI matches its Crossref record; 153 of the 153 references it cites were found in a registry or an index.
Application of Electrochemical Impedance Spectroscopy to Degradation and Aging Research of Lithium-Ion Batteries
Abstract
An in-depth understanding of battery degradation and aging in- Operando not only plays a vital role in the design of battery managing systems but also helps to ensure safe use and manufacturing optimization of lithium-ion batteries (LIBs) in large-scale applications. Electrochemical impedance spectroscopy (EIS) is a nondestructive method which unravels electrode kinetic processes inside the batteries in different time domains, including charge-transfer reactions, interfacial evolutions, and mass diffusions. It has become a powerful diagnosis and pre/prognosis tool in battery aging research, as it provides important insight into the changes of internal electrochemical processes by correlating the impedance evolution to degradation mechanisms. This review gives a critical overview on rapidly developing impedance techniques for degradation and aging investigation of Li-ion batteries. The EIS variations of LIBs at different aging conditions of calendar aging and accelerated aging are systematically summarized. In addition, the working principles, data validation, and modeling methods, including equivalent circuit model (ECM), distribution of relaxation times (DRT), and transmission line model (TLM), of classical EIS and dynamic EIS are elaborately concluded. Finally, the challenges and perspectives of further application of EIS in the aging research of LIBs are presented.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Peled, E. (1979) · Journal of The Electrochemical Society · doi:10.1149/1.2128859 · Cited by 2,899
Wan, T. H., Saccoccio, M., Chen, C., & Ciucci, F. (2015) · Electrochimica Acta · doi:10.1016/j.electacta.2015.09.097 · Cited by 2,505
The timescale identification decoupling complicated kinetic processes in lithium batteries
Lu, Y., Zhao, C.-Z., Huang, J.-Q., & Zhang, Q. (2022) · Joule · doi:10.1016/j.joule.2022.05.005 · Cited by 2,378
CPE analysis by local electrochemical impedance spectroscopy
Jorcin, J.-B., Orazem, M. E., Pébère, N., & Tribollet, B. (2006) · Electrochimica Acta · doi:10.1016/j.electacta.2005.02.128 · Cited by 1,765
Quantifying inactive lithium in lithium metal batteries
Fang, C., Li, J., Zhang, M., Zhang, Y., Yang, F., Lee, J. Z., Lee, M.-H., Alvarado, J., Schroeder, M. A., Yang, Y., et al. (2019) · Nature · doi:10.1038/s41586-019-1481-z · Cited by 1,413
Self-citationLithium ion battery degradation: what you need to know
Edge, J. S., O’Kane, S., Prosser, R., Kirkaldy, N. D., Patel, A. N., Hales, A., Ghosh, A., Ai, W., Chen, J., Yang, J., et al. (2021) · Physical Chemistry Chemical Physics · doi:10.1039/d1cp00359c · Cited by 1,189
Electrochemical impedance spectroscopy
Wang, S., Zhang, J., Gharbi, O., Vivier, V., Gao, M., & Orazem, M. E. (2021) · Nature Reviews Methods Primers · doi:10.1038/s43586-021-00039-w · Cited by 1,140
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
Application of electrochemical impedance spectroscopy to commercial Li-ion cells: A review
Meddings, N., Heinrich, M., Overney, F., Lee, J.-S., Ruiz, V., Napolitano, E., Seitz, S., Hinds, G., Raccichini, R., Gaberšček, M., et al. (2020) · Journal of Power Sources · doi:10.1016/j.jpowsour.2020.228742 · Cited by 885
Palacín, M. R., & de Guibert, A. (2016) · Science · doi:10.1126/science.1253292 · Cited by 871
Lithium plating in a commercial lithium-ion battery – A low-temperature aging study
Petzl, M., Kasper, M., & Danzer, M. A. (2015) · Journal of Power Sources · doi:10.1016/j.jpowsour.2014.11.065 · Cited by 731
Aging mechanism in Li ion cells and calendar life predictions
Broussely, M., Herreyre, S., Biensan, P., Kasztejna, P., Nechev, K., & Staniewicz, R. J. (2001) · Journal of Power Sources · doi:10.1016/s0378-7753(01)00722-4 · Cited by 728
Xiong, R., Pan, Y., Shen, W., Li, H., & Sun, F. (2020) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2020.110048 · Cited by 725
Calendar Aging of Lithium-Ion Batteries: I. Impact of the Graphite Anode on Capacity Fade
Keil, P., Schuster, S. F., Wilhelm, J., Travi, J., Hauser, A., Karl, R. C., & Jossen, A. (2016) · Journal of The Electrochemical Society · doi:10.1149/2.0411609jes · Cited by 669
Impedance Analysis of Electrochemical Systems
Vivier, V., & Orazem, M. E. (2022) · Chemical Reviews · doi:10.1021/acs.chemrev.1c00876 · Cited by 615
A Method for Improving the Robustness of linear Kramers-Kronig Validity Tests
Schönleber, M., Klotz, D., & Ivers-Tiffée, E. (2014) · Electrochimica Acta · doi:10.1016/j.electacta.2014.01.034 · Cited by 595
Pastor-Fernández, C., Uddin, K., Chouchelamane, G. H., Widanage, W. D., & Marco, J. (2017) · Journal of Power Sources · doi:10.1016/j.jpowsour.2017.03.042 · Cited by 582
Multimodal Physics-Based Aging Model for Life Prediction of Li-Ion Batteries
Safari, M., Morcrette, M., Teyssot, A., & Delacourt, C. (2009) · Journal of The Electrochemical Society · doi:10.1149/1.3043429 · Cited by 540
Lithium-sulfur battery diagnostics through distribution of relaxation times analysis
Soni, R., Robinson, J. B., Shearing, P. R., et al. (2022) · Energy storage materials · doi:10.1016/j.ensm.2022.06.016 · Cited by 505
Studies on LiFePO4 as cathode material using impedance spectroscopy
Schmidt, J. P., Chrobak, T., Ender, M., Illig, J., Klotz, D., & Ivers‐Tiffée, E. (2010) · Journal of Power Sources · doi:10.1016/j.jpowsour.2010.09.121 · Cited by 501
Modeling electrochemical impedance spectroscopy
Ciucci, F. (2019) · Current Opinion in Electrochemistry · doi:10.1016/j.coelec.2018.12.003 · Cited by 498
Ogihara, N., Itou, Y., Sasaki, T., & Takeuchi, Y. (2015) · The Journal of Physical Chemistry C · doi:10.1021/jp512564f · Cited by 463
Nonlinear aging characteristics of lithium-ion cells under different operational conditions
Schuster, S. F., Bach, T., Fleder, E., Müller, J., Brand, M., Sextl, G., & Jossen, A. (2015) · Journal of Energy Storage · doi:10.1016/j.est.2015.05.003 · Cited by 451
Wang, X., Wei, X., Zhu, J., Dai, H., Zheng, Y., Xu, X., & Chen, Q. (2021) · eTransportation · doi:10.1016/j.etran.2020.100093 · Cited by 451
Understanding Li-based battery materials via electrochemical impedance spectroscopy
Gaberšček, M. (2021) · Nature Communications · doi:10.1038/s41467-021-26894-5 · Cited by 426
Solvent Diffusion Model for Aging of Lithium-Ion Battery Cells
Ploehn, H. J., Ramadass, P., & White, R. E. (2004) · Journal of The Electrochemical Society · doi:10.1149/1.1644601 · Cited by 421
Sui, X., He, S., Vilsen, S. B., Meng, J., Teodorescu, R., & Stroe, D.-I. (2021) · Applied Energy · doi:10.1016/j.apenergy.2021.117346 · Cited by 409
Iurilli, P., Brivio, C., & Wood, V. (2021) · Journal of Power Sources · doi:10.1016/j.jpowsour.2021.229860 · Cited by 405
Lithium-ion battery degradation: how to model it
O'Kane, S. E. J., Ai, W., Madabattula, G., Alonso-Alvarez, D., Timms, R., Sulzer, V., Edge, J. S., Wu, B., Offer, G. J., & Marinescu, M. (2022) · Physical Chemistry Chemical Physics · doi:10.1039/d2cp00417h · Cited by 400
Saccoccio, M., Wan, T. H., Chen, C., & Ciucci, F. (2014) · Electrochimica Acta · doi:10.1016/j.electacta.2014.09.058 · Cited by 398
Smith, A. J., Burns, J. C., Trussler, S., & Dahn, J. R. (2010) · Journal of The Electrochemical Society · doi:10.1149/1.3268129 · Cited by 369
Jiang, B., Zhu, J., Wang, X., Wei, X., Shang, W., & Dai, H. (2022) · Applied Energy · doi:10.1016/j.apenergy.2022.119502 · Cited by 367
In-Situ Detection of Lithium Plating Using High Precision Coulometry
Burns, J. C., Stevens, D. A., & Dahn, J. R. (2015) · Journal of The Electrochemical Society · doi:10.1149/2.0621506jes · Cited by 357
Zhou, X., Huang, J., Pan, Z., & Ouyang, M. (2019) · Journal of Power Sources · doi:10.1016/j.jpowsour.2019.04.040 · Cited by 355
Calendar aging of a graphite/LiFePO4 cell
Kassem, M., Bernard, J., Revel, R., Pélissier, S., Duclaud, F., & Delacourt, C. (2012) · Journal of Power Sources · doi:10.1016/j.jpowsour.2012.02.068 · Cited by 346
Lu, P., Li, C., Schneider, E. W., & Harris, S. J. (2014) · The Journal of Physical Chemistry C · doi:10.1021/jp4111019 · Cited by 326
Xu, J., Mi, C. C., Cao, B., & Cao, J. (2013) · Journal of Power Sources · doi:10.1016/j.jpowsour.2013.01.094 · Cited by 304
Schindler, S., Bauer, M., Petzl, M., & Danzer, M. A. (2016) · Journal of Power Sources · doi:10.1016/j.jpowsour.2015.11.044 · Cited by 299
Luo, K., Chen, X., Zheng, H., & Shi, Z. (2022) · Journal of Energy Chemistry · doi:10.1016/j.jechem.2022.06.049 · Cited by 292
50C Fast‐Charge Li‐Ion Batteries using a Graphite Anode
Sun, C., Ji, X., Weng, S., Li, R., Huang, X., Zhu, C., Xiao, X., Deng, T., Fan, L., Chen, L., et al. (2022) · Advanced Materials · doi:10.1002/adma.202206020 · Cited by 289
Cycle aging of commercial NMC/graphite pouch cells at different temperatures
Jalkanen, K., Karppinen, J., Skogström, L., Laurila, T., Nisula, M., & Vuorilehto, K. (2015) · Applied Energy · doi:10.1016/j.apenergy.2015.04.110 · Cited by 279
Liu, J., Duan, Q., Ma, M., Zhao, C., Sun, J., & Wang, Q. (2020) · Journal of Power Sources · doi:10.1016/j.jpowsour.2019.227263 · Cited by 257
Effect of external pressure and internal stress on battery performance and lifespan
Li, R., Li, W., Singh, A., Ren, D., Hou, Z., & Ouyang, M. (2022) · Energy Storage Materials · doi:10.1016/j.ensm.2022.07.034 · Cited by 254
Detection of lithium plating in lithium-ion batteries by distribution of relaxation times
Chen, X., Li, L., Liu, M., Huang, T., & Yu, A. (2021) · Journal of Power Sources · doi:10.1016/j.jpowsour.2021.229867 · Cited by 252
Calendar aging of commercial Li-ion cells of different chemistries – A review
Dubarry, M., Qin, N., & Brooker, P. (2018) · Current Opinion in Electrochemistry · doi:10.1016/j.coelec.2018.05.023 · Cited by 248
Steinhauer, M., Risse, S., Wagner, N., & Friedrich, K. A. (2017) · Electrochimica Acta · doi:10.1016/j.electacta.2017.01.128 · Cited by 246
Wandt, J., Jakes, P., Granwehr, J., Eichel, R.-A., & Gasteiger, H. A. (2018) · Materials Today · doi:10.1016/j.mattod.2017.11.001 · Cited by 246
Effects of external pressure on the performance and ageing of single-layer lithium-ion pouch cells
Mussa, A. S., Klett, M., Lindbergh, G., & Lindström, R. W. (2018) · Journal of Power Sources · doi:10.1016/j.jpowsour.2018.03.020 · Cited by 218
Capacity fading of LixMn2O4 spinel electrodes studied by XRD and electroanalytical techniques
Aurbach, D., Levi, M. D., Gamulski, K., Markovsky, B., Salitra, G., Levi, E., Heider, U., Heider, L., & Oesten, R. (1999) · Journal of Power Sources · doi:10.1016/s0378-7753(99)00204-9 · Cited by 213
Shu, X., Shen, S., Shen, J., Zhang, Y., Li, G., Chen, Z., & Liu, Y. (2021) · iScience · doi:10.1016/j.isci.2021.103265 · Cited by 208
Schmitt, J., Maheshwari, A., Heck, M., Lux, S., & Vetter, M. (2017) · Journal of Power Sources · doi:10.1016/j.jpowsour.2017.03.090 · Cited by 203
Campbell, I. D., Marzook, M., Marinescu, M., & Offer, G. J. (2019) · Journal of The Electrochemical Society · doi:10.1149/2.0821904jes · Cited by 200
Liu, J., & Ciucci, F. (2020) · Electrochimica Acta · doi:10.1016/j.electacta.2019.135316 · Cited by 200
Fourier transform distribution function of relaxation times; application and limitations
Boukamp, B. A. (2015) · Electrochimica Acta · doi:10.1016/j.electacta.2014.12.059 · Cited by 199
Lyu, N., Jin, Y., Xiong, R., Miao, S., & Gao, J. (2022) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2021.3062267 · Cited by 192
Mc Carthy, K., Gullapalli, H., Ryan, K. M., & Kennedy, T. (2021) · Journal of The Electrochemical Society · doi:10.1149/1945-7111/ac1a85 · Cited by 188
Hahn, M., Schindler, S., Triebs, L.-C., & Danzer, M. A. (2019) · Batteries · doi:10.3390/batteries5020043 · Cited by 187
Additive stabilization of SEI on graphite observed using cryo-electron microscopy
Han, B., Zou, Y., Xu, G., Hu, S., Kang, Y., Qian, Y., Wu, J., Ma, X., Yao, J., Li, T., et al. (2021) · Energy & Environmental Science · doi:10.1039/d1ee01678d · Cited by 185
Degradation Mechanism and Life Prediction of Lithium-Ion Batteries
Yoshida, T., Takahashi, M., Morikawa, S., Ihara, C., Katsukawa, H., Shiratsuchi, T., & Yamaki, J.-I. (2006) · Journal of The Electrochemical Society · doi:10.1149/1.2162467 · Cited by 182
A new on-line method for lithium plating detection in lithium-ion batteries
Koleti, U. R., Dinh, T. Q., & Marco, J. (2020) · Journal of Power Sources · doi:10.1016/j.jpowsour.2020.227798 · Cited by 177
Quantitatively analyzing the failure processes of rechargeable Li metal batteries
Xiang, Y., Tao, M., Zhong, G., Liang, Z., Zheng, G., Huang, X., Liu, X., Jin, Y., Xu, N., Armand, M., et al. (2021) · Science Advances · doi:10.1126/sciadv.abj3423 · Cited by 174
Self-citationBoukamp, B. A. (2020) · Journal of Physics Energy · doi:10.1088/2515-7655/aba9e0 · Cited by 171
Itagaki, M., Kobari, N., Yotsuda, S., Watanabe, K., Kinoshita, S., & Ue, M. (2004) · Journal of Power Sources · doi:10.1016/j.jpowsour.2004.04.004 · Cited by 165
Ōsaka, T., Mukoyama, D., & Nara, H. (2015) · Journal of The Electrochemical Society · doi:10.1149/2.0141514jes · Cited by 158
Electrochemical Impedance and its Applications in Energy‐Storage Systems
Qu, D., Wang, G., Kafle, J., et al. (2018) · Small Methods · doi:10.1002/smtd.201700342 · Cited by 157
Itagaki, M., Honda, K., Hoshi, Y., & Shitanda, I. (2014) · Journal of Electroanalytical Chemistry · doi:10.1016/j.jelechem.2014.06.004 · Cited by 154
Koseoglou, M., Tsioumas, E., Ferentinou, D., Jabbour, N., Papagiannis, D., & Mademlis, C. (2021) · Journal of Power Sources · doi:10.1016/j.jpowsour.2021.230508 · Cited by 153
Qu, J., Jiang, Z., & Zhang, J. F. (2022) · Journal of Energy Storage · doi:10.1016/j.est.2022.104811 · Cited by 152
Tian, Y., Lin, C. W., Li, H., Du, J., & Xiong, R. (2021) · Applied Energy · doi:10.1016/j.apenergy.2021.117386 · Cited by 151
Wu, J., Ihsan‐Ul‐Haq, M., Chen, Y., & Kim, J. (2021) · Nano Energy · doi:10.1016/j.nanoen.2021.106489 · Cited by 145
Téliz, E., Zinola, C. F., & Díaz, V. (2022) · Electrochimica Acta · doi:10.1016/j.electacta.2022.140801 · Cited by 142
Paul, T., Chi, P. W., Wu, P. M., & Wu, M. (2021) · Scientific Reports · doi:10.1038/s41598-021-91871-3 · Cited by 138
Bayesian learning for rapid prediction of lithium-ion battery-cycling protocols
Jiang, B., Gent, W. E., Mohr, F., Das, S., Berliner, M. D., Forsuelo, M. A., Zhao, H., Attia, P. M., Grover, A., Herring, P. K., et al. (2021) · Joule · doi:10.1016/j.joule.2021.10.010 · Cited by 133
Development of a battery real-time state of health diagnosis based on fast impedance measurements
Locorotondo, E., Cultrera, V., Pugi, L., Berzi, L., Pierini, M., & Lutzemberger, G. (2021) · Journal of Energy Storage · doi:10.1016/j.est.2021.102566 · Cited by 132
Iurilli, P., Brivio, C., & Wood, V. C. (2022) · Energy Technology · doi:10.1002/ente.202200547 · Cited by 128
Itagaki, M., Kobari, N., Yotsuda, S., et al. (2005) · Journal of Power Sources · doi:10.1016/j.jpowsour.2005.02.007 · Cited by 122
Mussa, A. S., Liivat, A., Marzano, F. L., Klett, M., Philippe, B., Tengstedt, C., Lindbergh, G., Edström, K., Lindström, R. W., & Svens, P. I. (2019) · Journal of Power Sources · doi:10.1016/j.jpowsour.2019.02.095 · Cited by 116
Zhu, J., Knapp, M., Liu, X., Yan, P., Dai, H., Wei, X., & Ehrenberg, H. (2020) · IEEE Transactions on Transportation Electrification · doi:10.1109/tte.2020.3028475 · Cited by 116
Moškon, J., & Gaberšček, M. (2021) · Journal of Power Sources Advances · doi:10.1016/j.powera.2021.100047 · Cited by 112
Tuncer, E., & Gubanski, S. M. (2001) · IEEE Transactions on Dielectrics and Electrical Insulation · doi:10.1109/94.933337 · Cited by 110
Liu, J., Duan, Q., Qi, K., Liu, Y., Sun, J., Wang, Z., & Wang, Q. (2021) · Journal of Energy Storage · doi:10.1016/j.est.2021.103910 · Cited by 108
Battery degradation diagnosis with field data, impedance-based modeling and artificial intelligence
Li, W., Chen, J., Quade, K. L., Luder, D., Gong, J., & Sauer, D. U. (2022) · Energy storage materials · doi:10.1016/j.ensm.2022.08.021 · Cited by 107
Huang, J., Li, Z., & Zhang, J. (2014) · Journal of Power Sources · doi:10.1016/j.jpowsour.2014.07.067 · Cited by 106
Theory of Impedance Spectroscopy for Lithium Batteries
Single, F., Horstmann, B., & Latz, A. (2019) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.9b07389 · Cited by 106
Quattrocchi, E., Wan, T. H., Belotti, A., Kim, D., Pepe, S., Kalinin, S. V., Ahmadi, M., & Francesco Ciucci, A. (2021) · Electrochimica Acta · doi:10.1016/j.electacta.2021.139010 · Cited by 103
Sabet, P. S., Warnecke, A., Meier, F., Witzenhausen, H., Martinez-Laserna, E., & Sauer, D. U. (2019) · Journal of Power Sources · doi:10.1016/j.jpowsour.2019.227369 · Cited by 102
Effects of module stiffness and initial compression on lithium-ion cell aging
Deich, T., Storch, M., Steiner, K., & Bund, A. (2021) · Journal of Power Sources · doi:10.1016/j.jpowsour.2021.230163 · Cited by 100
Directionality of thermal gradients in lithium-ion batteries dictates diverging degradation modes
Carter, R., Kingston, T. A., Atkinson, R. W., Parmananda, M., Dubarry, M., Fear, C., Mukherjee, P. P., & Love, C. T. (2021) · Cell Reports Physical Science · doi:10.1016/j.xcrp.2021.100351 · Cited by 99
Hoshi, Y., Narita, Y., Honda, K., Ohtaki, T., Shitanda, I., & Itagaki, M. (2015) · Journal of Power Sources · doi:10.1016/j.jpowsour.2015.04.065 · Cited by 97
Review—Nonlinear Electrochemical Impedance Spectroscopy
Fasmin, F., & Srinivasan, R. (2017) · Journal of The Electrochemical Society · doi:10.1149/2.0391707jes · Cited by 96
Huang, J., Ge, H., Li, Z., & Zhang, J. (2015) · Electrochimica Acta · doi:10.1016/j.electacta.2015.07.017 · Cited by 94
Momma, T., Yokoshima, T., Nara, H., Gima, Y., & Ōsaka, T. (2014) · Electrochimica Acta · doi:10.1016/j.electacta.2014.01.091 · Cited by 92
Impedance spectroscopy of battery cells: Theory versus experiment
Gaberšček, M. (2022) · Current Opinion in Electrochemistry · doi:10.1016/j.coelec.2021.100917 · Cited by 90
Harting, N., Wolff, N., & Krewer, U. (2018) · Electrochimica Acta · doi:10.1016/j.electacta.2018.05.139 · Cited by 89
Togasaki, N., Yokoshima, T., Oguma, Y., & Ōsaka, T. (2020) · Journal of Power Sources · doi:10.1016/j.jpowsour.2020.228168 · Cited by 89
Adam, A., Knobbe, E., Wandt, J., & Kwade, A. (2021) · Journal of Power Sources · doi:10.1016/j.jpowsour.2021.229794 · Cited by 87
Li, W., Li, M., Hu, Y., Lu, J. B., Lushington, A., Li, R., Wu, T., Sham, T., & Sun, X. A. (2018) · Small Methods · doi:10.1002/smtd.201700341 · Cited by 86
Nara, H., Mukoyama, D., Yokoshima, T., Momma, T., & Ōsaka, T. (2015) · Journal of The Electrochemical Society · doi:10.1149/2.0341603jes · Cited by 82
Liu, Y., & Xie, J. (2015) · Journal of The Electrochemical Society · doi:10.1149/2.0911510jes · Cited by 80
Xu, L., Xiao, Y., Yang, Y., Yang, S., Chen, X., Xu, R. X., Yao, Y., Cai, W., Yan, C., Huang, J., et al. (2022) · Angewandte Chemie International Edition · doi:10.1002/anie.202210365 · Cited by 79
Self-citationReview on physical impedance models in modern battery research
Gaddam, R. R., Katzenmeier, L., Lamprecht, X., & Bandarenka, A. S. (2021) · Physical Chemistry Chemical Physics · doi:10.1039/d1cp00673h · Cited by 78
Murbach, M. D., Hu, V. W., & Schwartz, D. T. (2018) · Journal of The Electrochemical Society · doi:10.1149/2.0711811jes · Cited by 77
VanGheem, E., Pintelon, R., Vereecken, J., et al. (2004) · Electrochimica Acta · doi:10.1016/s0013-4686(04)00558-4 · Cited by 76
Wang, P., Yan, D., Wang, C., Ding, H., Dong, H., Wang, J., Wu, S., Cui, X., Li, C., Zhao, D., et al. (2022) · Applied Surface Science · doi:10.1016/j.apsusc.2022.153572 · Cited by 76
Nonlinear Frequency Response Analysis (NFRA) of Lithium-Ion Batteries
Harting, N., Wolff, N., Röder, F., & Krewer, U. (2017) · Electrochimica Acta · doi:10.1016/j.electacta.2017.04.037 · Cited by 75
He, J., Bian, X., Liu, L., Wei, Z., & Yan, F. (2020) · Journal of Energy Storage · doi:10.1016/j.est.2020.101400 · Cited by 75
Correlating capacity fade with film resistance loss in fast charging of lithium-ion battery
Gargh, P. P., Sarkar, A., Lui, Y. H., Shen, S., Hu, C. K., Hu, S., Nlebedim, C. I., & Shrotriya, P. (2020) · Journal of Power Sources · doi:10.1016/j.jpowsour.2020.229360 · Cited by 74
Strehle, B., Friedrich, F., & Gasteiger, H. A. (2021) · Journal of The Electrochemical Society · doi:10.1149/1945-7111/abf780 · Cited by 74
Huang, J., Zhang, J., Li, Z., Song, S., & Wu, N. (2014) · Electrochimica Acta · doi:10.1016/j.electacta.2014.02.030 · Cited by 72
Chen, X., Hu, Y., Li, S., Wang, Y., Li, D., Luo, C., Xue, X., Xu, F., Zhang, Z., Gong, Z., et al. (2021) · Journal of Power Sources · doi:10.1016/j.jpowsour.2021.229884 · Cited by 72
Self-citationLiu, Y., Liu, Q., Li, Z.-F., Ren, Y., Xie, J., He, H., & Xu, F. (2014) · Journal of The Electrochemical Society · doi:10.1149/2.090404jes · Cited by 72
Study of the storage performance of a Li-ion cell at elevated temperature
Li, J. Z., Zhang, J., Zhang, X., et al. (2009) · Electrochimica Acta · doi:10.1016/j.electacta.2009.09.077 · Cited by 71
Zheng, Y., He, Y., Qian, K., Li, B., Wang, X., Li, J., Miao, C., & Kang, F. (2015) · Journal of Alloys and Compounds · doi:10.1016/j.jallcom.2015.03.169 · Cited by 71
Quattrocchi, E., Wan, T. H., Curcio, A., Pepe, S., Effat, M. B., & Francesco Ciucci, A. (2019) · Electrochimica Acta · doi:10.1016/j.electacta.2019.134853 · Cited by 71
Murbach, M. D., & Schwartz, D. T. (2017) · Journal of The Electrochemical Society · doi:10.1149/2.0301711jes · Cited by 70
In-situ determination of onset lithium plating for safe Li-ion batteries
Xu, L., Yang, Y., Xiao, Y., Cai, W., Yao, Y., Chen, X., Yan, C., Yuan, H., & Huang, J. (2021) · Journal of Energy Chemistry · doi:10.1016/j.jechem.2021.10.016 · Cited by 70
Self-citationOperando electrochemical impedance spectroscopy and its application to commercial Li-ion batteries
Hallemans, N., Widanage, W. D., Zhu, X., Moharana, S., Rashid, M., Hubin, A., & Lataire, J. (2022) · Journal of Power Sources · doi:10.1016/j.jpowsour.2022.232005 · Cited by 67
Maradesa, A., Py, B., Quattrocchi, E., & Francesco Ciucci, A. (2022) · Electrochimica Acta · doi:10.1016/j.electacta.2022.140119 · Cited by 63
Gordon, I. J., Géniès, S., Larbi, G. S., Boulineau, A., Daniel, L., & Alias, M. (2016) · Journal of Power Sources · doi:10.1016/j.jpowsour.2016.01.036 · Cited by 58
Teo, L., Subramanian, V. R., & Schwartz, D. T. (2021) · Journal of The Electrochemical Society · doi:10.1149/1945-7111/abda04 · Cited by 56
Hirschorn, B., Tribollet, B., & Orazem, M. E. (2008) · Israel Journal of Chemistry · doi:10.1560/ijc.48.3-4.133 · Cited by 55
Harting, N., Schenkendorf, R., Wolff, N., & Krewer, U. (2018) · Applied Sciences · doi:10.3390/app8050821 · Cited by 51
Koster, D., Du, G., Battistel, A., & Mantia, F. L. (2017) · Electrochimica Acta · doi:10.1016/j.electacta.2017.06.060 · Cited by 50
Nonlinear Frequency Response Analysis on Lithium-Ion Batteries: A Model-Based Assessment
Wolff, N., Harting, N., Heinrich, M., Röder, F., & Krewer, U. (2017) · Electrochimica Acta · doi:10.1016/j.electacta.2017.12.097 · Cited by 50
Schönleber, M., & Ivers‐Tiffée, E. (2015) · Electrochemistry Communications · doi:10.1016/j.elecom.2015.09.024 · Cited by 48
Chen, C., & Mukherjee, P. P. (2015) · Physical Chemistry Chemical Physics · doi:10.1039/c4cp05758a · Cited by 47
Battery calendar aging and machine learning
Dufek, E. J., Tanim, T. R., Chen, B., & Kim, S. (2022) · Joule · doi:10.1016/j.joule.2022.06.007 · Cited by 47
Rate-Dependent Aging Resulting from Fast Charging of Li-Ion Cells
Raj, A., Rodrigues, M. F., & Abraham, D. P. (2020) · Journal of The Electrochemical Society · doi:10.1149/1945-7111/abace9 · Cited by 44
Multiscale investigation of discharge rate dependence of capacity fade for lithium-ion battery
Zhu, J.-G., Su, P., Darma, M. S. D., Hua, W.-B., Mereacre, L., Liu-Theato, X., Heere, M., Sørensen, D. R., Dai, H.-F., Wei, X.-Z., et al. (2022) · Journal of Power Sources · doi:10.1016/j.jpowsour.2022.231516 · Cited by 44
Babaeiyazdi, I., Rezaei‐Zare, A., & Shokrzadeh, S. (2022) · IEEE Transactions on Transportation Electrification · doi:10.1109/tte.2022.3170230 · Cited by 43
Monitoring SEI Formation on Graphite Electrodes in Lithium-Ion Cells by Impedance Spectroscopy
Solchenbach, S., Huang, X.-Y., Pritzl, D., Landesfeind, J., & Gasteiger, H. (2021) · Journal of The Electrochemical Society · doi:10.1149/1945-7111/ac3158 · Cited by 42
Wang, J., Huang, Q., Li, W., Wang, J., Bai, Y., Zhao, Y., Li, X., & Zhang, J. J. (2022) · Journal of Electroanalytical Chemistry · doi:10.1016/j.jelechem.2022.116176 · Cited by 41
Zhu, D., Ma, T., & Yang, Y. (2022) · Journal of Power Sources · doi:10.1016/j.jpowsour.2022.231955 · Cited by 39
Self-citationZhu, X., Hallemans, N., Wouters, B., Claessens, R., Lataire, J., & Hubin, A. (2022) · Journal of Power Sources · doi:10.1016/j.jpowsour.2022.231852 · Cited by 36
Tao, M., Xiang, Y., Zhao, D., Shan, P., & Yang, Y. (2022) · Communications Materials · doi:10.1038/s43246-022-00273-z · Cited by 35
Self-citationQuattrocchi, E., Py, B., Maradesa, A., Meyer, Q. P.-G., Zhao, C., & Francesco Ciucci, A. (2022) · Electrochimica Acta · doi:10.1016/j.electacta.2022.141499 · Cited by 34
Zhang, L., Liu, J., Du, L., Fan, P., Xu, X., Ma, Y., Zuo, P., Qu, B., Yin, G., & Fu, Q. (2021) · Journal of Power Sources · doi:10.1016/j.jpowsour.2021.229858 · Cited by 33
Geisbauer, C., Wöhrl, K., Koch, D., Wilhelm, G., Schneider, G., & Schweiger, H.-G. (2021) · Energies · doi:10.3390/en14113358 · Cited by 33
State-of-Health Diagnosis of Lithium-Ion Batteries Using Nonlinear Frequency Response Analysis
Harting, N., Wolff, N., Röder, F., & Krewer, U. (2019) · Journal of The Electrochemical Society · doi:10.1149/2.1031902jes · Cited by 29
Zhang, L., Liu, J., Fan, P., Du, L., Ma, Y., Qu, B., Yin, G., Fu, Q., Yang, F., & Zhang, C. (2020) · Journal of Power Sources · doi:10.1016/j.jpowsour.2020.227842 · Cited by 28
Hallemans, N., Pintelon, R., Zhu, X., et al. (2022) · IEEE Transactions on Instrumentation and Measurement · doi:10.1109/tim.2022.3158378 · Cited by 27
Effect of temperature on the high-rate pulse charging of lithium-ion batteries
Wu, Y., Long, X., Lu, J., Wu, Y., Zhou, R., & Liu, L. (2022) · Journal of Electroanalytical Chemistry · doi:10.1016/j.jelechem.2022.116773 · Cited by 27
Rangarajan, S. P., Barsukov, Y., & Mukherjee, P. P. (2022) · Cell Reports Physical Science · doi:10.1016/j.xcrp.2021.100720 · Cited by 23
Zhu, X., Revilla, R. I., Jaguemont, J., et al. (2019) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.9b07767 · Cited by 22
Liebhart, B., Satzke, M., Komsiyska, L., & Endisch, C. (2020) · Journal of Power Sources · doi:10.1016/j.jpowsour.2020.228673 · Cited by 21
Leonardi, S. G., Aloisio, D., Brunaccini, G., Stassi, A., Ferraro, M., Antonucci, V., & Sergi, F. (2021) · Journal of Energy Storage · doi:10.1016/j.est.2021.102904 · Cited by 19
Qu, H., Zhang, X., Ji, W., Zheng, D., & Qu, D. (2021) · Journal of Colloid and Interface Science · doi:10.1016/j.jcis.2021.11.033 · Cited by 16
Zheng, H., Li, X., Huang, Z., Yang, X., Deng, J., Zhang, G., & Tang, X. (2022) · Energy Technology · doi:10.1002/ente.202200600 · Cited by 16
Pizarro-Carmona, V., Cortés-Carmona, M., Palma-Behnke, R. E., Calderón-Muñoz, W. R., Orchard, M. E., & Estévez, P. A. (2019) · Energies · doi:10.3390/en12040681 · Cited by 15
Mendoza-Hernandez, O. S., Hosono, E., Asakura, D., Matsuda, H., Shironita, S., Umeda, M., & Sone, Y. (2019) · Journal of The Electrochemical Society · doi:10.1149/2.1201914jes · Cited by 15
Role of Negative Electrode Porosity in Long-Term Aging of NMC//Graphite Li-Ion Batteries
Bernard, P., Martinez, H., Tessier, C., Garitte, E., Franger, S., & Dedryvère, R. (2015) · Journal of The Electrochemical Society · doi:10.1149/2.0151513jes · Cited by 11
Machine Learning Aided Predictions for Capacity Fade of Li-Ion Batteries
Penjuru, N. M. H., Reddy, G. V., Nair, M. R., Sahoo, S., Mayank, Jiang, J. Z., Ahmed, J., Wang, H., & Roy, T. (2022) · Journal of The Electrochemical Society · doi:10.1149/1945-7111/ac7102 · Cited by 11
Alternating Current Impedance Probing Capacity of Lithium‐Ion Battery by Gaussian Process Regression
Zhu, J., Zhang, Q., Mereacre, L., Wang, X., Jiang, B., Dai, H., Wei, X., Knapp, M., & Ehrenberg, H. (2022) · Energy Technology · doi:10.1002/ente.202200437 · Cited by 8
Cited by
Aging mechanisms, prognostics and management for lithium-ion batteries: Recent advances
Wang, Y., Xiang, H., Soo, Y.-Y., & Fan, X. (2025) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2024.114915 · Cited by 142
Zhu, Y., Jiang, B., Zhu, J., Wang, X., Wang, R., Wei, X., & Dai, H. (2023) · Energy · doi:10.1016/j.energy.2023.129283 · Cited by 59
Physics-Based Battery Model Parametrisation from Impedance Data
Hallemans, N., Courtier, N. E., Please, C. P., Planden, B., Dhoot, R., Timms, R., Chapman, S. J., Howey, D., & Duncan, S. R. (2025) · Journal of The Electrochemical Society · doi:10.1149/1945-7111/add41b · Cited by 34
Metadata
- Authors
- Hu, W., Peng, Y., Wei, Y., & Yang, Y.
- Venue
- The Journal of Physical Chemistry C
- Publisher
- American Chemical Society (ACS)
- Published
- 2023-03-01
- Volume
- 127
- Issue
- 9
- Pages
- 4465-4495
- ISSN
- 1932-7447 (ISSN-L)
- 1932-7455
- OpenAlex
- W4322734451
- Cited by
- 429
- References
- 153
- FWCI
- 31.16
- Type
- journal article
- Language
- en
- Open access
- closed
About these checks
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.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.