Lithium-ion battery digitalization: Combining physics-based models and machine learning DOI Creative Commons
Mahshid Nejati Amiri,

Anne Håkansson,

Odne Stokke Burheim

и другие.

Renewable and Sustainable Energy Reviews, Год журнала: 2024, Номер 200, С. 114577 - 114577

Опубликована: Май 21, 2024

Digitalization of lithium-ion batteries can significantly advance the performance improvement by enabling smarter controlling strategies during operation and reducing risk expenses in design development phase. Accurate physics-based models play a crucial role digitalization providing an in-depth understanding system. Unfortunately, high accuracy comes at cost increased computational preventing employment these real-time applications for parametric design. Machine learning have emerged as powerful tools that are increasingly being used battery studies. Hybrid be developed integrating machine algorithms well efficiency. Therefore, this paper presents comprehensive review current trends integration to accelerate batteries. Firstly, direction explicit modeling methods research reviewed. Then thorough investigation contemporary hybrid is presented addressing both monitoring control. The objective work provide details including various applications, type employed algorithms, architecture models, outcome proposed models. challenges gaps discussed aiming inspiration future works field.

Язык: Английский

Fast Charging of Lithium‐Ion Batteries: A Review of Materials Aspects DOI
Manuel Weiß, Raffael Rueß, Johannes Kasnatscheew

и другие.

Advanced Energy Materials, Год журнала: 2021, Номер 11(33)

Опубликована: Июль 19, 2021

Abstract Fast charging is considered to be a key requirement for widespread economic success of electric vehicles. Current lithium‐ion batteries (LIBs) offer high energy density enabling sufficient driving range, but take considerably longer recharge than traditional Multiple properties the applied anode, cathode, and electrolyte materials influence fast‐charging ability battery cell. In this review, physicochemical basics different material combinations are in detail, identifying transport lithium inside electrodes as crucial rate‐limiting steps fast‐charging. Lithium diffusion within active inherently slows down process causes overpotentials. addition, concentration polarization by slow phase porous also limits rate. Both kinetic effects responsible plating observed on graphite anodes. Conclusions drawn from potential profiles LIB cells complemented extensive literature surveys materials—including solid‐state batteries. The advantages disadvantages typical analyzed, resulting suggestions optimum electrode level applications. Finally, limitations cell discussed briefly well.

Язык: Английский

Процитировано

717

Electron and Ion Transport in Lithium and Lithium-Ion Battery Negative and Positive Composite Electrodes DOI
Calvin D. Quilty, Daren Wu, Wenzao Li

и другие.

Chemical Reviews, Год журнала: 2023, Номер 123(4), С. 1327 - 1363

Опубликована: Фев. 9, 2023

Electrochemical energy storage systems, specifically lithium and lithium-ion batteries, are ubiquitous in contemporary society with the widespread deployment of portable electronic devices. Emerging applications such as integration renewable generation expanded adoption electric vehicles present an array functional demands. Critical to battery function electron ion transport they determine output under application conditions what portion total contained can be utilized. This review considers processes for active materials well positive negative composite electrodes. Length time scales over many orders magnitude relevant ranging from atomic arrangements short times conduction large format batteries years operation. Characterization this diversity demands multiple methods obtain a complete view involved. In addition, we offer perspective on strategies enabling rational design electrodes, role continuum modeling, fundamental science needed continued advancement electrochemical systems improved density, power, lifetime.

Язык: Английский

Процитировано

228

Recent status, key strategies and challenging perspectives of fast-charging graphite anodes for lithium-ion batteries DOI
Yangyang Liu, Haodong Shi, Zhong‐Shuai Wu

и другие.

Energy & Environmental Science, Год журнала: 2023, Номер 16(11), С. 4834 - 4871

Опубликована: Янв. 1, 2023

The fast-charging technology of graphite anode has a great significance for developing electric vehicle. This review summarizes the current advancements and challenging perspectives achieving lithium-ion batteries.

Язык: Английский

Процитировано

136

Unlocking Charge Transfer Limitations for Extreme Fast Charging of Li‐Ion Batteries DOI
Yuxing Yao, Xiang Chen, Nan Yao

и другие.

Angewandte Chemie International Edition, Год журнала: 2022, Номер 62(4)

Опубликована: Ноя. 16, 2022

Extreme fast charging (XFC) of high-energy Li-ion batteries is a key enabler electrified transportation. While previous studies mainly focused on improving Li ion mass transport in electrodes and electrolytes, the limitations charge transfer across electrode-electrolyte interfaces remain underexplored. Herein we unravel how kinetics dictates rechargeability cells. cathode-electrolyte interface found to be rate-limiting during XFC, but energy barrier at both cathode anode have reduced simultaneously prevent plating, which achieved through electrolyte engineering. By unlocking limitations, 184 Wh kg-1 pouch cells demonstrate stable XFC (10-min 80 %) otherwise unachievable, lifetime 245 21700 quintupled (25-min %).

Язык: Английский

Процитировано

113

Practical High‐Voltage Lithium Metal Batteries Enabled by Tuning the Solvation Structure in Weakly Solvating Electrolyte DOI
Thuy Duong Pham, Abdullah Bin Faheem,

Junam Kim

и другие.

Small, Год журнала: 2022, Номер 18(14)

Опубликована: Фев. 25, 2022

Li metal batteries (LMBs) are ideal candidates for future high-energy-density battery systems. To date, high-voltage LMBs suffer severe limitations because of electrolytes unstable against anodes and cathodes. Although ether-based exhibit good stability with metal, compared to carbonate-based electrolytes, they have been used only in ≤4.0 V their limited oxidation stability. Here, a high concentration electrolyte (HCE) comprising lithium bis(fluorosulfonyl)imide (LiFSI) weakly solvating solvent (1,2-diethoxyethane, DEE) is designed, which can regulate unique solvation structures associated complexes at relatively lower the reported HCEs. This effectively suppresses dendrites on anode side, preserves structural integrity cathode side under voltages by formation stable interfacial layers LiNi0.8 Mn0.1 Co0.1 O2 (NMC811) cathode. Consequently, 3.5 m LiFSI-DEE plays an important role enhancing Li||NMC811 cell capacity retention ≈94% after 200 cycles current density 2.5 mA cm-2 . In addition, exhibits performance anode-free batteries. study offers promising approach enable applications.

Язык: Английский

Процитировано

110

Gradient Design for High‐Energy and High‐Power Batteries DOI
Jingyi Wu, Zhengyu Ju, Xiao Zhang

и другие.

Advanced Materials, Год журнала: 2022, Номер 34(29)

Опубликована: Май 29, 2022

Abstract Charge transport is a key process that dominates battery performance, and the microstructures of cathode, anode, electrolyte play central role in guiding ion and/or electron inside battery. Rational design components with varying microstructure along charge‐transport direction to realize optimal local dynamics can compensate for reaction polarization, which accelerates electrochemical kinetics. Here, principles mechanisms their decisive performance are presented, followed by discussion correlation between regulation design. The strategies gradient cathodes, lithium‐metal anodes, solid‐state electrolytes summarized. Future directions perspectives provided at end enable practically accessible high‐energy high‐power‐density batteries.

Язык: Английский

Процитировано

102

Uniform lithiophilic layers in 3D current collectors enable ultrastable solid electrolyte interphase for high-performance lithium metal batteries DOI Creative Commons
Chi Guo, Yaqing Guo, Runming Tao

и другие.

Nano Energy, Год журнала: 2022, Номер 96, С. 107121 - 107121

Опубликована: Март 10, 2022

Язык: Английский

Процитировано

98

Design of Zn anode protection materials for mild aqueous Zn-ion batteries DOI Open Access
Yuejuan Zhang, Songshan Bi, Zhiqiang Niu

и другие.

Energy Materials, Год журнала: 2022, Номер 2(2), С. 200012 - 200012

Опубликована: Янв. 1, 2022

Rechargeable aqueous Zn-ion batteries (AZIBs) are considered alternative stationary storage systems for large-scale applications due to their high safety, low cost, and power density. However, Zn anode issues including dendrite formation side reactions greatly hinder the practical application of AZIBs. To solve issues, various strategies based on material designs have been developed. It is necessary analyze classify these according different materials, because properties materials determine underlying mechanisms. In this review, we briefly introduce fundamental in anodes. Furthermore, review highlights protection anodes mild Finally, also offer insight into potential directions promote development AZIBs future.

Язык: Английский

Процитировано

77

Kinetic limits and enhancement of graphite anode for fast-charging lithium-ion batteries DOI

Cong Zhong,

Suting Weng, Zhaoxiang Wang

и другие.

Nano Energy, Год журнала: 2023, Номер 117, С. 108894 - 108894

Опубликована: Сен. 13, 2023

Язык: Английский

Процитировано

54

A Self‐Reconfigured, Dual‐Layered Artificial Interphase Toward High‐Current‐Density Quasi‐Solid‐State Lithium Metal Batteries DOI

Jun‐Chen Guo,

Shuang‐Jie Tan, Chaohui Zhang

и другие.

Advanced Materials, Год журнала: 2023, Номер 35(24)

Опубликована: Март 30, 2023

The uncontrollable dendrite growth and unstable solid electrolyte interphase have long plagued the practical application of Li metal batteries. Herein, a dual-layered artificial LiF/LiBO-Ag is demonstrated that simultaneously reconfigured via an electrochemical process to stabilize lithium anode. This consists heterogeneous LiF/LiBO glassy top layer with ultrafast Li-ion conductivity lithiophilic Li-Ag alloy bottom layer, which synergistically regulates dendrite-free deposition, even at high current densities. As result, Li||Li symmetric cells achieve ultralong lifespan (4500 h) ultrahigh density area capacity (20 mA cm-2 , 20 mAh ). LiF/LiBO-Ag@Li anodes are successfully applied in quasi-solid-state batteries, showing excellent cycling performances (8 8 5000 full cells. Furthermore, pouch cell coupling high-nickel cathode exhibits stable retention over 91% after 60 cycles 0.5 C, comparable or better than liquid-state Additionally, high-energy-density (10.75 Ah, 448.7 Wh kg-1 ) accomplished. well-orchestrated design provides new guidance engineering highly toward

Язык: Английский

Процитировано

50