Machine-Learning Approaches for the Discovery of Electrolyte Materials for Solid-State Lithium Batteries DOI Creative Commons
Shengyi Hu, Chun Huang

Batteries, Год журнала: 2023, Номер 9(4), С. 228 - 228

Опубликована: Апрель 17, 2023

Solid-state lithium batteries have attracted considerable research attention for their potential advantages over conventional liquid electrolyte batteries. The discovery of solid-state electrolytes (SSEs) is still undergoing to solve the remaining challenges, and machine learning (ML) approaches could potentially accelerate process significantly. This review introduces common ML techniques employed in materials an overview applications SSE discovery, with perspectives on key issues future outlooks.

Язык: Английский

PDOL-Based Solid Electrolyte Toward Practical Application: Opportunities and Challenges DOI Creative Commons
Hua Yang, Maoxiang Jing, Li Wang

и другие.

Nano-Micro Letters, Год журнала: 2024, Номер 16(1)

Опубликована: Фев. 21, 2024

Polymer solid-state lithium batteries (SSLB) are regarded as a promising energy storage technology to meet growing demand due their high density and safety. Ion conductivity, interface stability battery assembly process still the main challenges hurdle commercialization of SSLB. As component SSLB, poly(1,3-dioxolane) (PDOL)-based solid polymer electrolytes polymerized in-situ becoming candidate electrolyte, for ion conductivity at room temperature, good electrochemical performances, simple process. This review analyzes opportunities PDOL toward practical application The focuses include exploring polymerization mechanism DOL, performance composite electrolytes, PDOL. Furthermore, we provide perspective on future research directions that need be emphasized PDOL-based in exploration these schemes facilitates comprehensive profound understanding electrolyte provides new ideas boost them batteries.

Язык: Английский

Процитировано

109

Toward Practical Solid‐State Polymer Lithium Batteries by In Situ Polymerization Process: A Review DOI
Qi Liu, Li Wang, Xiangming He

и другие.

Advanced Energy Materials, Год журнала: 2023, Номер 13(30)

Опубликована: Июнь 25, 2023

Abstract Although there are various strategies for solid‐state polymer lithium batteries (SSPLBs) manufacturing, the most promising is in situ polymerization process. The process inherits good liquid electrolyte/electrode interfacial contact and compatible with existing lithium‐ion manufacturing processes, making it easy to achieve scale‐up production. However, of current studies on based lab‐level coin cells, while practical pouch cells much less studied. There a huge difference between SSPLBs SSPLBs. Here, as complement reports reviews, systematic review challenges design principles fabricating provided enable comprehensive understanding strategic guidance applications. This thoroughly discusses recent advances regarding fabrication using presents future outlook by processes. Furthermore, critical issues electrode materials highlighted during process, an attempt made call more attention performance

Язык: Английский

Процитировано

81

Challenges and Prospects of All‐Solid‐State Electrodes for Solid‐State Lithium Batteries DOI Open Access

Shaowen Dong,

Li Sheng, Li Wang

и другие.

Advanced Functional Materials, Год журнала: 2023, Номер 33(49)

Опубликована: Авг. 3, 2023

Abstract In the development of all‐solid‐state lithium batteries (ASSLB), progress is made with solid‐state electrolytes; however, challenges regarding compatibility and stability still exist solid electrodes. These issues result in a low battery capacity short cycle life, which limit commercial application ASSLBs. This review summarizes recent research on electrodes ASSLBs including solid–solid interface phenomena such as between electrode materials electrolytes. The mechanical problems electrodes, fracture, brittleness, deformation materials, are also discussed, corresponding methods to measure stress provided. addition, strategies for mitigating stress‐related examined. Finally, fabrication process introduced their future developments, exploration new design more intelligent structures, proposed.

Язык: Английский

Процитировано

55

Reviewing failure mechanisms and modification strategies in stabilizing high-voltage LiCoO2 cathodes beyond 4.55V DOI
Rajashree Konar, Sandipan Maiti, Netanel Shpigel

и другие.

Energy storage materials, Год журнала: 2023, Номер 63, С. 103001 - 103001

Опубликована: Сен. 28, 2023

Язык: Английский

Процитировано

47

Fast-charging anodes for lithium ion batteries: progress and challenges DOI

Xiaobo Ding,

Qingfeng Zhou,

Xiaodan Li

и другие.

Chemical Communications, Год журнала: 2024, Номер 60(18), С. 2472 - 2488

Опубликована: Янв. 1, 2024

This article summarizes the basic principles, current research progress, advanced strategies and challenges of fast-charging anodes.

Язык: Английский

Процитировано

42

Unlocking the critical role of Mg doping in α-MnO2 cathode for aqueous zinc ion batteries DOI

Qiongguang Li,

Cun Wang,

Yue Zhu

и другие.

Chemical Engineering Journal, Год журнала: 2024, Номер 485, С. 150077 - 150077

Опубликована: Фев. 29, 2024

Язык: Английский

Процитировано

39

Carbon fiber-reinforced polymers for energy storage applications DOI

K. Ismail,

Manoharan Arun Kumar,

Shanmugam Mahalingam

и другие.

Journal of Energy Storage, Год журнала: 2024, Номер 84, С. 110931 - 110931

Опубликована: Фев. 17, 2024

Язык: Английский

Процитировано

27

Efficient Ion Percolating Network for High‐Performance All‐Solid‐State Cathodes DOI
Guangzeng Cheng, Hao Sun, Haoran Wang

и другие.

Advanced Materials, Год журнала: 2024, Номер 36(21)

Опубликована: Фев. 19, 2024

Abstract All‐solid‐state lithium batteries (ASSLBs) face critical challenges of low cathode loading and poor rate performances, which handicaps their energy/power densities. The widely‐accepted aim high ionic conductivity interfacial resistance seems insufficient to overcome these challenges. Here, it is revealed that an efficient ion percolating network in the exerts a more influence on electrochemical performance ASSLBs. By constructing vertical alignment Li 0.35 La 0.55 TiO 3 nanowires (LLTO NWs) solid‐state through magnetic manipulation, increases twice compared with consisted randomly distributed LLTO NWs. all‐solid‐state LiFePO 4 /Li cells using poly(ethylene oxide) as electrolyte able deliver capacities 151 mAh g −1 (2 C) 100 (5 at 60 °C, room‐temperature capacity 108 can be achieved charging 2 C. Furthermore, cell reach areal cm −2 even practical LFP 20 mg . universality this strategy also presented showing demonstration LiNi 0.8 Co 0.1 Mn O cathodes. This work offers new pathways for designing ASSLBs improved

Язык: Английский

Процитировано

21

Characterizing Electrode Materials and Interfaces in Solid-State Batteries DOI Creative Commons
Elif Pınar Alsaç, Douglas Lars Nelson, Sun Geun Yoon

и другие.

Chemical Reviews, Год журнала: 2025, Номер unknown

Опубликована: Фев. 4, 2025

Solid-state batteries (SSBs) could offer improved energy density and safety, but the evolution degradation of electrode materials interfaces within SSBs are distinct from conventional with liquid electrolytes represent a barrier to performance improvement. Over past decade, variety imaging, scattering, spectroscopic characterization methods has been developed or used for characterizing unique aspects in SSBs. These efforts have yielded new understanding behavior lithium metal anodes, alloy composite cathodes, these various solid-state (SSEs). This review provides comprehensive overview strategies applied SSBs, it presents mechanistic SSB that derived methods. knowledge critical advancing technology will continue guide engineering toward practical performance.

Язык: Английский

Процитировано

5

Achieving a high loading of cathode in PVDF-based solid-state battery DOI
Yang Liu,

Xufei An,

Ke Yang

и другие.

Energy & Environmental Science, Год журнала: 2023, Номер 17(1), С. 344 - 353

Опубликована: Ноя. 22, 2023

We construct an efficient Li + transport network in a high loading cathode using carbon coated 1.4 Al 0.4 Ti 1.6 (PO 4 ) 3 nanowires, which has strong adsorption for [Li(DMF) x ] of PVDF-based SPEs to promote its uniform diffusion and stability cathode.

Язык: Английский

Процитировано

27