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Two-phase early prediction method for remaining useful life of lithium-ion batteries based on a neural

Frontiers in Energy doi: 10.1007/s11708-023-0906-4

Abstract: Lithium-ion batteries (LIBs) are widely used in transportation, energy storage, and other fields.The prediction of the remaining useful life (RUL) of lithium batteries not only provides a referenceBy testing four batteries under different working conditions, the RMSE of all capacity estimation is

Keywords： lithium-ion batteries     RUL prediction     double exponential model     neural network     Gaussian process regression    

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A review on the development of electrolytes for lithium-based batteries for low temperature applications

Frontiers in Energy 2023, Volume 17, Issue 1,   Pages 43-71 doi: 10.1007/s11708-022-0853-5

Abstract: The aerospace industry relies heavily on lithium-ion batteries in instrumentation such as satellitesdemands for greater energy storage rise, new materials also need to be adopted involving next generation lithium-ionWith these objectives in mind, tailoring of the electrolyte with higher-capacity materials such as lithiumreview paper highlights the progression of electrolyte research for low temperature performance of lithium-ionbatteries over the previous several decades.

Keywords： electrolyte     lithium-ion     low temperature     aerospace     solid-electrolyte interface    

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Highly selective metal recovery from spent lithium-ion batteries through stoichiometric hydrogen ion

Weiguang Lv, Xiaohong Zheng, Li Li, Hongbin Cao, Yi Zhang, Renjie Chen, Hancheng Ou, Fei Kang, Zhi Sun

Frontiers of Chemical Science and Engineering 2021, Volume 15, Issue 5,   Pages 1243-1256 doi: 10.1007/s11705-020-2029-3

Abstract: Spent lithium-ion battery recycling has attracted significant attention because of its importance inIn this research, we demonstrate a method to selectively recover lithium before the leaching of other

Keywords： recycling     spent LIBs     selective recovery     hydrothermal treatment    

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Preparation of biomass-derived carbon loaded with MnO as lithium-ion battery anode for improving its

Frontiers of Chemical Science and Engineering 2023, Volume 18, Issue 1, doi: 10.1007/s11705-023-2376-y

Abstract: Biomass-derived carbon materials for lithium-ion batteries emerge as one of the most promising anodes

Keywords： biomass-derived carbon     MnO2     lithium-ion batteries     anode material     high reversible capacity    

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Lithium-ion modified cellulose as a water-soluble binder for Li-O battery

Frontiers in Energy 2022, Volume 16, Issue 3,   Pages 502-508 doi: 10.1007/s11708-021-0750-3

Abstract: An environment-friendly, water-soluble, and cellulose based binder (lithium carboxymethyl cellulose,Li-O2 batteries based on the CMC-Li binder present enhanced discharge specific capacitiesenhanced performance may originate from the electrochemical stability of the CMC-Li binder and the ion-conductivecan be a green substitute for poly(vinylidene fluoride) (PVDF) binder based on organic solvent in the lithiumoxygen batteries (LOBs).

Keywords： cellulose     binder     specific capacity     cyclabi- lity     lithium-oxygen batteries    

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coated LiNi0.5Mn1.5O4 as the high performance cathode materials for lithium-ionbatteries

Shifeng YANG, Wenfeng REN, Jian CHEN

Frontiers in Energy 2017, Volume 11, Issue 3,   Pages 374-382 doi: 10.1007/s11708-017-0494-2

Abstract: preparation of Li SiO -coated LiNi Mn O materials by sintering the SiO -coated nickel-manganese oxides with lithiumWhen used as the cathode materials for lithium-ion batteries, the Li SiO -coated LiNi Mn O samples deliver

Keywords： lithium-ion batteries     cathode material     LiNi0.5Mn1.5O4     lithium-ion conductor    

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A modified pulse charging method for lithium-ion batteries by considering stress evolution, charging

Yanfei ZHAO, Bo LU, Yicheng SONG, Junqian ZHANG

Frontiers of Structural and Civil Engineering 2019, Volume 13, Issue 2,   Pages 294-302 doi: 10.1007/s11709-018-0460-z

Abstract: The stress evolution, total charging time and capacity utilization of pulse charging (PC) method are investigated in this paper. It is found that compared to the conventional constant current (CC) charging method, the PC method can accelerate the charging process but will inevitably cause an increase in stress and a decrease in capacity. The charging speed for PC method can be estimated by the mean current. By introducing stress control, a modified PC method called the PCCC method, which starts with a PC operation followed by a CC operation, is proposed. The PCCC method not only can accelerate charging process but also can avoid the stress raising and capacity loss occurring in the PC method. Furthermore, the optimal pulsed current density and switch time in the PCCC method is also discussed.

Keywords： fast charging method     pulse charging     stress evolution     charging time     capacity utilization    

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Lithium-based draw solute for forward osmosis to treat wastewater discharged from lithium-ion battery

Frontiers of Chemical Science and Engineering 2022, Volume 16, Issue 5,   Pages 755-763 doi: 10.1007/s11705-022-2137-3

Abstract: trifluoromethylsulfonyl)imide ([Hbet][Tf2N]) and Li2CO3 recovered from lithium-ion

Keywords： forward osmosis     lithium-ion battery     draw solution     lithium-containing wastewater     water treatment    

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Recent Advances in Energy Chemical Engineering of Next-Generation Lithium Batteries Review

Xue-Qiang Zhang, Chen-Zi Zhao, Jia-Qi Huang, Qiang Zhang

Engineering 2018, Volume 4, Issue 6,   Pages 831-847 doi: 10.1016/j.eng.2018.10.008

Abstract:

Rechargeable lithium-ion batteries (LIBs) afford a profound impact on our modern daily life.Next-generation lithium (Li) batteries, which employ Li metal as the anode and intercalation or conversionThis review starts by summarizing the electrolytes for next-generation Li batteries.Key challenges and recent progress in lithium-ion, lithium–sulfur, and lithium–oxygen batteriesFinally, possible directions for further development in Li batteries are presented.

Keywords： Lithium-ion batteries     Lithium–sulfur batteries     Lithium–oxygen batteries     Lithium metal     Solid-state batteries    

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Development of Lithium-Ion Batteries Wins Nobel Prize

Sean O’Neill

Engineering 2020, Volume 6, Issue 5,   Pages 487-488 doi: 10.1016/j.eng.2020.03.010

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Machine learning and neural network supported state of health simulation and forecasting model for lithium-ion

Frontiers in Energy doi: 10.1007/s11708-023-0891-7

Abstract: This paper reviews the value of AI methods in lithium-ion battery health management and in particularanalyses the application of machine learning (ML), one of the many branches of AI, to lithium-ion batteryReports so far have shown that the utilization of NN to model the SOH of lithium-ion batteries has theThe in-depth application of NN in lithium-ion battery SOH will certainly further enhance the science,reliability, stability, and robustness of lithium-ion battery management.

Keywords： machine learning     lithium-ion battery     state of health     neural network     artificial intelligence    

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Direct pyrolysis to convert biomass to versatile 3D carbon nanotubes/mesoporous carbon architecture: conversion mechanism and electrochemical performance

Frontiers of Chemical Science and Engineering 2023, Volume 17, Issue 6,   Pages 679-690 doi: 10.1007/s11705-022-2266-8

Abstract: the as-synthesized carbon nanotubes/mesoporous carbon hybrid exhibits versatile application toward lithium-ionbatteries and Zn-air batteries.

Keywords： biomass     direct pyrolysis     3D CNTs/MC hybrid     lithium-ion batteries     Zn-air batteries    

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Battery Safety: From Lithium-Ion to Solid-State Batteries

Xiqian Yu, Rusong Chen, Luyu Gan, Hong Li, Liquan Chen

Engineering 2023, Volume 21, Issue 2,   Pages 9-14 doi: 10.1016/j.eng.2022.06.022

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Charging–Cooling Coupled Scheduling Method for a Liquid Cooling-Based Thermal Management System for Lithium-IonBatteries Article

Siqi Chen, Nengsheng Bao, Akhil Garg, Xiongbin Peng, Liang Gao

Engineering 2021, Volume 7, Issue 8,   Pages 1165-1176 doi: 10.1016/j.eng.2020.06.016

Abstract: However, lithium-ion cells generate immense heat at high-current charging rates.thermal management system equipped with mini-channels was designed for the fast-charging process of a lithium-ion

Keywords： Lithium-ion battery module     Fast-charging     Neural network regression     Scheduling     State of charge    

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anthraquinone-based polyimide enclosed SnO/reduced graphene oxide composite as high-performance anode for lithium-ion

Frontiers of Chemical Science and Engineering 2023, Volume 17, Issue 9,   Pages 1231-1243 doi: 10.1007/s11705-023-2306-z

Abstract: The cycling stability of SnO2 anode as lithium-ion battery is poor due to volume expansiongraphene oxide cannot only improve the stability of polyimide in the electrolyte, but also build fast ion

Keywords： anthraquinone-based polyimide     multi-effect     tin dioxide     reduced graphene oxide     lithium-ion battery    

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Title Author Date Type Operation

Two-phase early prediction method for remaining useful life of lithium-ion batteries based on a neural

Journal Article

A review on the development of electrolytes for lithium-based batteries for low temperature applications

Journal Article

Highly selective metal recovery from spent lithium-ion batteries through stoichiometric hydrogen ion

Weiguang Lv, Xiaohong Zheng, Li Li, Hongbin Cao, Yi Zhang, Renjie Chen, Hancheng Ou, Fei Kang, Zhi Sun

Journal Article

Preparation of biomass-derived carbon loaded with MnO as lithium-ion battery anode for improving its

Journal Article

Lithium-ion modified cellulose as a water-soluble binder for Li-O battery

Journal Article

coated LiNi0.5Mn1.5O4 as the high performance cathode materials for lithium-ionbatteries

Shifeng YANG, Wenfeng REN, Jian CHEN

Journal Article

A modified pulse charging method for lithium-ion batteries by considering stress evolution, charging

Yanfei ZHAO, Bo LU, Yicheng SONG, Junqian ZHANG

Journal Article

Lithium-based draw solute for forward osmosis to treat wastewater discharged from lithium-ion battery

Journal Article

Recent Advances in Energy Chemical Engineering of Next-Generation Lithium Batteries

Xue-Qiang Zhang, Chen-Zi Zhao, Jia-Qi Huang, Qiang Zhang

Journal Article

Development of Lithium-Ion Batteries Wins Nobel Prize

Sean O’Neill

Journal Article

Machine learning and neural network supported state of health simulation and forecasting model for lithium-ion

Journal Article

Direct pyrolysis to convert biomass to versatile 3D carbon nanotubes/mesoporous carbon architecture: conversion mechanism and electrochemical performance

Journal Article

Battery Safety: From Lithium-Ion to Solid-State Batteries

Xiqian Yu, Rusong Chen, Luyu Gan, Hong Li, Liquan Chen

Journal Article

Charging–Cooling Coupled Scheduling Method for a Liquid Cooling-Based Thermal Management System for Lithium-IonBatteries

Siqi Chen, Nengsheng Bao, Akhil Garg, Xiongbin Peng, Liang Gao

Journal Article

anthraquinone-based polyimide enclosed SnO/reduced graphene oxide composite as high-performance anode for lithium-ion

Journal Article