From 2D to 4D: correlative imaging and modelling for next-generation automotive lithium-ion batteries
Lead Research Organisation:
Queen Mary University of London
Department Name: School of Engineering & Materials Scienc
Abstract
The Department for Transport of UK government announced to ban petrol and diesel vehicles by 2030 to facilitate Net Zero strategy. Being a major part of transportation electrification, the electric vehicle (EV) market is growing quickly; there are 190,727 new registrations of pure-EVs in 2021, 76.3% increase compared to 2020. Despite such success, the driving range and fast charge capability of EVs are recognised as predominant factors limiting further market penetration. Unfortunately, the physics of these requirements results in a trade-off of the lithium-ion battery design strategy. For instance, cells with high energy density provide maximum range but cannot deliver fast charging, because thicker electrodes suffer more acutely from the concentration polarisation across the electrode due to the slow ionic transport. Likewise, cells with high power density are capable of fast charging, but suffer from low mileage. More impetus in fundamental studies on physical processes of battery and the interplay between microstructure and performance are needed to eliminate range anxiety and charge-time trauma of EVs.
Graphite/silicon composite electrode is regarded as one of the most promising candidates for next-generation automotive LiBs due to its high energy density. However, it suffers from the major drawbacks such as (1) volume expansion, cracking and pulverization of Si particles; (2) fast decay of capacity due to side reactions, consuming electrolyte rapidly. There is great potential to mitigate the degradation mechanisms by improved compositional and structural design based on better understanding of the ambiguous synergistic effect between the two types of particles. Moreover, lithium plating on the graphitic negative electrode is regarded as the foremost safety concern restricting the fast charge capability, leading to the consumption of lithium, electrolyte decomposition, formation of lithium dendrite and even thermal runaway. Therefore, it is critical to suppress lithium plating employing electrode design, manufacturing and rational protocols to address the longstanding challenge of battery fast charging.
In this project, we aim to develop scalable and widely applicable innovations to facilitate the advancement of battery technologies for transport electrification. Correlative in operando experiment coupling the chemical, structure, crystallographic and electrochemical information from 2D to 4D will be conducted to elucidate the failure mechanisms of the graphite/Si composite electrode at the micrometer scale, particularly the synergistic dynamics of charge transfer, lithiation and deformation. Structural evolution is characterised as a function of SOC, C-rates and Si content, and linked to the capacity decay. Advanced 3D microstructure-resolved electro-chemo-mechanical model will be developed to analyse the performance limiting mechanisms, the impact of microstructural evolution on the reaction heterogeneities and predict the cycle life; in operando experiment and 3D microstructure-resolved phase field modelling will be employed to reveal the interplay between 3D microstructure of the electrode with the phase separation phenomenon, spatial dynamics of lithiation and plating. In addition, the physical processes of the relaxation behaviour, such as lithium exchange and redistribution will be elucidated by the 3D model, which will provide valuable guidelines for the refinement of fast charge protocols in terms of the timing and period of the rest steps. Finally, building on the insights of the study above, graphite/Si composite electrodes with novel structures will be fabricated, aiming to achieve at least 280 Wh kg-1 at the cell level with 20 mins charging for 50% of the capacity, corresponding to 15% increase in energy density and over 30% decrease of charging time compared to the commercial cells; an advanced physics-based fast charge protocol will be delivered to mitigate the plating risk and capacity fade.
Graphite/silicon composite electrode is regarded as one of the most promising candidates for next-generation automotive LiBs due to its high energy density. However, it suffers from the major drawbacks such as (1) volume expansion, cracking and pulverization of Si particles; (2) fast decay of capacity due to side reactions, consuming electrolyte rapidly. There is great potential to mitigate the degradation mechanisms by improved compositional and structural design based on better understanding of the ambiguous synergistic effect between the two types of particles. Moreover, lithium plating on the graphitic negative electrode is regarded as the foremost safety concern restricting the fast charge capability, leading to the consumption of lithium, electrolyte decomposition, formation of lithium dendrite and even thermal runaway. Therefore, it is critical to suppress lithium plating employing electrode design, manufacturing and rational protocols to address the longstanding challenge of battery fast charging.
In this project, we aim to develop scalable and widely applicable innovations to facilitate the advancement of battery technologies for transport electrification. Correlative in operando experiment coupling the chemical, structure, crystallographic and electrochemical information from 2D to 4D will be conducted to elucidate the failure mechanisms of the graphite/Si composite electrode at the micrometer scale, particularly the synergistic dynamics of charge transfer, lithiation and deformation. Structural evolution is characterised as a function of SOC, C-rates and Si content, and linked to the capacity decay. Advanced 3D microstructure-resolved electro-chemo-mechanical model will be developed to analyse the performance limiting mechanisms, the impact of microstructural evolution on the reaction heterogeneities and predict the cycle life; in operando experiment and 3D microstructure-resolved phase field modelling will be employed to reveal the interplay between 3D microstructure of the electrode with the phase separation phenomenon, spatial dynamics of lithiation and plating. In addition, the physical processes of the relaxation behaviour, such as lithium exchange and redistribution will be elucidated by the 3D model, which will provide valuable guidelines for the refinement of fast charge protocols in terms of the timing and period of the rest steps. Finally, building on the insights of the study above, graphite/Si composite electrodes with novel structures will be fabricated, aiming to achieve at least 280 Wh kg-1 at the cell level with 20 mins charging for 50% of the capacity, corresponding to 15% increase in energy density and over 30% decrease of charging time compared to the commercial cells; an advanced physics-based fast charge protocol will be delivered to mitigate the plating risk and capacity fade.
People |
ORCID iD |
Xuekun Lu (Principal Investigator / Fellow) |
Publications
Lu X
(2023)
Multiscale dynamics of charging and plating in graphite electrodes coupling operando microscopy and phase-field modelling.
in Nature communications
Title | The first 3D microstructure-resolved electrochemical phase-field model for fast charging |
Description | This model addressed a longstanding challenge in predicting the heterogeneous lithium plating phenomenon during fast charging of lithium-ion batteries. Conventionally, the solid solution based transport model used in the continuum modelling framework of the battery cannot describe the practical phenomenon observed in graphite electrode, known as phase separation. Phase-field is the ideal solution for this, however, it has never been applied to the authentic 3D microstructure of the electrode, due to the challenge in model development and microstructure characterisation. Now, with this model published, the influence of particle geometry, and surface condition and shape on the plating propensity of lithium ion battery can be achieved. This is critical to inform the fast charging protocol and guide the design of rational high energy density battery electrode with good rate performance. |
Type Of Material | Computer model/algorithm |
Year Produced | 2023 |
Provided To Others? | Yes |
Impact | This pioneering model set a new paradigm in modelling the plating behaviour of graphite-based electrode during fast charging, which is significant since the previous model based on solid solution mass transport mechanism cannot account for the uphill diffusion and phase separation phenomenon, thus making the prediction results questionable. This 3D microstructure-resolved phase-field model enables accurate prediction of the high risk area to initiate lithium plating and predict the maximum charging current that is safe for operation. This is critical to inform the rational design of advanced fast charging protocols in battery industry. Moreover, it can effectively reduce the cost of R&D in battery industry to refine the microstructure of the electrode to achieve a balanced performance between energy and power density. It contributes to a safer and cheaper EV that has great societal impact too. This research has generated impact as evidenced being mentioned in 106 tweets and 35 news outlets in different languages; it ranks 50th (97th percentile) of the 2,128 papers of a similar age in Nature Communications. |
Description | Advanced electrode fabrication by laser micro-engineering |
Organisation | University of Birmingham |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | My team will be responsible to fabricate novel-structured electrodes based on the laser-ablated template of the raw material, and then conduct electrochemical and microstructural characterisation, and operando imaging. |
Collaborator Contribution | My partner from Birmingham mainly uses lasers to structure the raw material with different porosity and density of the teeth pattern, which will be useful for the parametric study to understand the relationship between the geometry and the desired power and energy performance |
Impact | This collaboration started in Feb 2024 and is under progress, publications and novel electrodes will be expected later |
Start Year | 2024 |