Correlating the influence of porosity, tortuosity, and mass loading on the energy density of LiNi0.6Mn0.2Co0.2O2 cathodes under extreme fast charging (XFC) conditions☆
Introduction
The rapid development of Li-ion batteries (LIBs) and the significant drop in its cost by 80% has led to the emerging rise in the market of electric vehicles (EVs) [[1], [2], [3]] although the EVs still only account for ~1.7% of annual vehicle sales [4,5]. Range anxiety and longer charging time have been reported as the key factors for the wide scale adoption of EVs [6]. Presently, the charging time for battery electric vehicles is significantly longer than the refueling of the conventional internal combustion engine vehicles [3]. For the wide scale adoption of EVs to increase, it is necessary to reduce the charging time. The United States Department of Energy has defined a specific goal for extreme fast charging (XFC) of electric vehicles where the charging time should be ≤ 10 min with a gravimetric energy density of >200 Wh kg−1 and volumetric energy density of >550 Wh L−1 at cell level [[7], [8], [9]]. The gravimetric and volumetric energy density metric are critical based on different applications that require high/low power density [10]. For EV application, both energy densities are important due to the constraint in the weight and volume of a battery pack [11].
The main components of a LIB are anode, cathode, liquid electrolyte, and a porous separator membrane. During the charging process, lithium ions travel from the cathode to the anode via liquid electrolyte, which includes several diffusion steps 1) solid diffusion through active material particles, 2) diffusion across the electrode/electrolyte interface, and 3) through porous electrodes via electrolyte. Each step contributes to the barrier of enabling extreme fast charging. Cells with LiNixMnyCozO2 (NMC) and graphite chemistry are capable for fast charging but the electrodes need to be very thin [[12], [13], [14]]. This suggests that the rate limiting step in extreme fast charging of high-energy batteries with thick electrodes is the lithium ion diffusion in electrolyte which was due to electrolyte depletion and long diffusion length induced from the porous electrodes and separator [15]. Enhancement of electrolyte properties such as transference number and ionic conductivity could improve the fast charging capabilities [12,16,17].
Graphite is the state-of-the-art anode material in LIBs. However, it is susceptible to Li plating due to the proximity of the LiCx potential to that of Li+/Li, which limits the charging current density and also results in capacity fade [18,19]. The plated metallic lithium can cause electrolyte decomposition and Li inventory loss from cathodes [9,20]. The plated lithium can further form dendrites and cause internal short circuits as well as form dead lithium on the anode, that could pose safety concerns for a LIB. Thus, extensive efforts have been made to improve the fast charging capability of graphite anode and alleviate Li plating via surface coating [21], utilizing graphene-like-graphite [22], and minimizing electrode tortuosity [23].
Common electrode materials, such as graphite and LiNixMnyCo1-x-yO2, are capable of fast charging when the electrode thickness is very thin, which results in low energy density and high cost [24]. To increase electrode thickness and cell energy density, other manufacturing processes such as freeze casting [25,26] and magnetic templating [27] have been adapted to tailor the electrode architecture and enable fast charging, but they are not readily scaled up and yet economically viable. These efforts to achieve fast charging with high energy density have shown slightly detrimental influence on the cell cycle life [19] due to Li plating and increased temperature leading to accelerated solid electrolyte interface growth [[28], [29], [30]]. However, some studies also showed that high temperatures (45 °C) were useful in improving the cycle life for thick anodes [31,32] or while charging the cell at 2C rate [33].
While graphite anode is problematic in XFC, the cathode also deserves some attention especially if other anode materials with fast charging capability, such as lithium titanium oxide [34] and niobium titanium oxide [35], are utilized. Previous studies on cathodes were mainly focused on optimizing electrode formulation including conductive additive [11], surface modification of the active material particles [36], and optimizing the stoichiometry and crystallite size of cathode materials [37]. A few studies also evaluated the correlation of electrode design (areal loading and porosity), and energy and power density. Gallagher et al. and Appiah et al. have systematically investigated on optimizing the areal capacities, electrode thickness and porosity of LiNi0.6Co0.2Mn0.2O2 (NMC622) cathodes with help of modeling tools [18,38]. However, fewer insights were provided on the experimental aspect of varying the electrode architecture, and its influence on high rate capability [38,39]. A recent study by Huebner et al. focused on understanding the influence of electrode design (porosity and thickness) on electrochemical performance and lithium insertion kinetics of NMC622-based cathodes for high energy density cells at high rates. However, no work has considered the XFC [[40], [41], [42]].
This study reports a systematic investigation on optimizing NMC622 cathodes for XFC application. A matrix of 4 mass loadings and porosities were investigated. All electrodes were calendered to different electrode thicknesses to obtain the target porosity and mass loading. In addition, the influence of charging protocol on the energy density under XFC was also evaluated. An optimal NMC622 cathode was identified as 11.5 mg cm−2 in mass loading, 35% in porosity and under 5C charging protocol.
Section snippets
Experimental section
As received LiNi0.6Mn0.2Co0.2O2 (NMC622, Targray), polyvinylidene fluoride (PVDF, Solvay 5130) and carbon black (powder grade, Denka) were used to fabricate the NMC622 cathode using N-Methyl-pyrolidine (NMP) as the solvent and following the procedures reported previously [43]. The NMC622 cathode consisted of 90 wt% NMC622, 5 wt% PVDF and 5 wt% carbon black. The cathode was slot-die coated with varies mass loadings (11.5, 15.0, 20.0, and 25.0 mg cm−2). The as-coated NMC622 cathode exhibited 50%
Results and discussion
Fig. 1 (a) and (b) shows the 3D plots of the specific discharge capacity and discharge energy density respectively with respect to different mass loadings and electrode porosity at XFC conditions. Sixteen NMC622 cathode conditions were shown in Table 1. All the cells performed well at low C-rate (0.2C) with almost identical specific discharge capacity. In case of fixed porosity, a small difference in discharge capacity was observed at 0.2C with increase in mass loading as shown in Fig. 1(a).
Conclusion
Performance of NMC622 cathodes were evaluated under various extreme fast charging testing protocols with four mass loadings and porosities, respectively. Electrochemical impedance spectroscopy was used to correlate the influence of tortuosity and diffusion lengths with the rate performance of these cathodes. Symmetric cells were tested to confirm the diffusion limitation and the polarization behavior of the cathode half cells. It is demonstrated that:
- •
The best scenario was identified as
CRediT authorship contribution statement
Dhrupad Parikh: Investigation, Data curation, Visualization, Writing - original draft. Tommiejean Christensen: Data curation. Jianlin Li: Funding acquisition, Conceptualization, Data curation, Writing - review & editing.
Declaration of competing interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Acknowledgements
This research at Oak Ridge National Laboratory, managed by UT Battelle, LLC, for the U.S. Department of Energy (DOE) under contract DE-AC05-00OR22725, was sponsored by the Office of Energy Efficiency and Renewable Energy (EERE) Vehicle Technologies Office (VTO) (Program Manager: Brian Cunningham).
References (59)
- et al.
A comprehensive understanding of electrode thickness effects on the electrochemical performances of Li-ion battery cathodes
Electrochim. Acta
(2012) - et al.
Electrification of roads: opportunities and challenges
Appl. Energy
(2015) - et al.
Porous cathode optimization for lithium cells: ionic and electronic conductivity, capacity, and selection of materials
J. Power Sources
(2010) - et al.
Enabling high rate charge and discharge capability, low internal resistance, and excellent cycleability for Li-ion batteries utilizing graphene additives
Electrochim. Acta
(2018) - et al.
Enabling fast charging of high energy density Li-ion cells with high lithium ion transport electrolytes
Electrochem. Commun.
(2019) - et al.
Understanding the trilemma of fast charging, energy density and cycle life of lithium-ion batteries
J. Power Sources
(2018) - et al.
Lithium plating in lithium-ion batteries at sub-ambient temperatures investigated by in situ neutron diffraction
J. Power Sources
(2014) - et al.
Enabling fast charging of lithium-ion batteries through secondary-/dual- pore network: Part I - analytical diffusion model
Electrochim. Acta
(2020) - et al.
Freeze-dried low-tortuous graphite electrodes with enhanced capacity utilization and rate capability
Carbon N. Y.
(2020) - et al.
Influence of operational condition on lithium plating for commercial lithium-ion batteries – electrochemical experiments and post-mortem-analysis
Appl. Energy
(2017)
Temperature dependent ageing mechanisms in Lithium-ion batteries - a Post-Mortem study
J. Power Sources
Influence of temperature on the aging behavior of 18650-type lithium ion cells: a comprehensive approach combining electrochemical characterization and post-mortem analysis
J. Power Sources
Multi-directional laser scanning as innovative method to detect local cell damage during fast charging of lithium-ion cells
J. Energy Storage
High-energy, fast-charging, long-life lithium-ion batteries using TiNb2O7 anodes for automotive applications
J. Power Sources
Tailoring high-voltage and high-performance LiNi0.5Mn1.5O4 cathode material for high energy lithium-ion batteries
J. Power Sources
Design optimization of LiNi0.6Co0.2Mn0.2O2/graphite lithium-ion cells based on simulation and experimental data
J. Power Sources
Understanding thickness and porosity effects on the electrochemical performance of LiNi0.6Co0.2Mn0.2O2-based cathodes for high energy Li-ion batteries
J. Power Sources
Fast-charging investigation on high-power and high-energy density pouch cells with 3D-thermal model development
Appl. Therm. Eng.
Comparison between computer simulations and experimental data for high-rate discharges of plastic lithium-ion batteries
J. Power Sources
Thick electrodes for Li-ion batteries: a model based analysis
J. Power Sources
A comprehensive understanding of electrode thickness effects on the electrochemical performances of Li-ion battery cathodes
Electrochim. Acta
Three-dimensional conductive network formed by carbon nanotubes in aqueous processed NMC electrode, Electrochim
Acta
Li-ion battery materials: present and future
Mater. Today
The Li-ion rechargeable battery: a perspective
J. Am. Chem. Soc.
Challenges in the development of advanced Li-ion batteries: a review
Energy Environ. Sci.
Fast charging of lithium-ion batteries at all temperatures
Proc. Natl. Acad. Sci. U.S.A.
Potential for widespread electrification of personal vehicle travel in the United States
Nat. Energy
Electric vehicles: driving range
Nat. Energy
Extreme Fast Charge Cell Evaluation of Lithium-Ion Batteries Report: October – December 2018
Cited by (56)
Mechanics and deformation behavior of lithium-ion battery electrode during calendering process
2024, Journal of Energy StorageAging characteristics in graphite electrodes for LiFePO<inf>4</inf> batteries: Effect of design parameters and optimization
2024, International Journal of Heat and Mass TransferPore-scale modeling and investigation on the effect of calendering on lithium-ion battery cathodes
2024, Journal of Energy StoragePhase-field electrochemical simulations of reconstructed graphite electrodes
2024, Journal of Energy Storage
- ☆
This manuscript has been authored in part by UT-Battelle, LLC, under contract DE-AC05-00OR22725 with the US Department of Energy (DOE). The US government retains and the publisher, by accepting the article for publication, acknowledges that the US government retains a nonexclusive, paid-up, irrevocable, worldwide license to publish or reproduce the published form of this manuscript, or allow others to do so, for US government purposes. DOE will provide public access to these results of federally sponsored research in accordance with the DOE Public Access Plan (http://energy.gov/downloads/doe-public-access-plan).