The lithium-ion battery (LIB) research literature has increased very rapidly of late. While this is an immense source of valuable knowledge and facts for the community, these are also partly “buried” in the literature. To truly make the most possible use of the information available and automate “reading”, special tools are required.
Conclusive summary and perspective Lithium-ion batteries are considered to remain the battery technology of choice for the near-to mid-term future and it is anticipated that significant to substantial further improvement is possible.
Zhang et al. assessed the PHM of lithium-ion batteries based on DL-based method, introduced commonly used data, methods, and evaluation metrics, and looked forward to the prospect of using DL technology to achieve effective PHM of lithium-ion batteries.
Compared with the booming LIBs, lithium primary batteries (LPBs) own superiority in specific energy and self-discharge rate and are usually applied in special fields such as medical implantation, aerospace, and military.
The SOH estimation of lithium-ion batteries aims to evaluate the current state of the battery and provide recommendations for predictive maintenance and replacement, thereby improving the reliability and safety of the system operation. Approaches for SOH estimation typically include model-based methods and data-driven methods.
Calvin D. Quilty, Daren Wu, Wenzao Li, David C. Bock, Lei Wang, Lisa M. Housel, Alyson Abraham, Kenneth J. Takeuchi, Amy C. Marschilok, Esther S. Takeuchi. Electron and Ion Transport in Lithium and Lithium-Ion Battery Negative and Positive Composite Electrodes.
Lithium-ion batteries – Current state of the art and anticipated ...
Lithium-ion batteries are the state-of-the-art electrochemical energy storage technology for mobile electronic devices and electric vehicles. Accordingly, they have attracted a continuously increasing interest in academia and industry, which has led to a steady improvement in energy and power density, while the costs have decreased at even ...
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Solutions for Lithium Battery Materials Data ...
To facilitate the development of lithium battery materials, systematic overview and research on the datasets employed in ML is crucial. 3 Data Challenges of Lithium Battery Materials. In the domain of lithium batteries, data quality signifies the caliber of battery data accessible to testers. This quality is typically assessed through criteria ...
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Lithium-ion batteries – Current state of the art and anticipated ...
Lithium-ion batteries are the state-of-the-art electrochemical energy storage technology for mobile electronic devices and electric vehicles. Accordingly, they have attracted …
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Review of Recent Development of In Situ/Operando ...
Review of Recent Development of In Situ/Operando Characterization Techniques for Lithium Battery Research. Dongqing Liu, Dongqing Liu. Engineering Laboratory for the Next Generation Power and Energy Storage Batteries, Graduate School at Shenzhen, Tsinghua University, Shenzhen, 518055 China. Search for more papers by this author. Zulipiya Shadike, Zulipiya …
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Solid-state lithium batteries-from fundamental research to …
In recent years, solid-state lithium batteries (SSLBs) using solid electrolytes (SEs) have been widely recognized as the key next-generation energy storage technology due to its high safety, high energy density, long cycle life, good rate performance and wide operating temperature range.
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Lithium‐based batteries, history, current ...
Safety issues involving Li-ion batteries have focused research into improving the stability and performance of battery materials and components. This review discusses the fundamental principles of Li-ion battery operation, technological developments, and challenges hindering their further deployment. The review not only discusses traditional Li ...
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Rechargeable Lithium Metal Batteries
He has 45 years of research experience in the field of solid state ionics and materials for energy storage and conversion, and, has developed lithium micro-batteries. He is especially well known for his contributions on vibrational spectroscopy of lithium intercalation compounds. He was director of NATO Advanced Study Institutes on intercalation compounds and materials for …
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An Outlook on Lithium Ion Battery Technology | ACS …
The ever-growing demand for advanced rechargeable lithium-ion batteries in portable electronics and elec. vehicles has spurred intensive research efforts over the past decade. The key to sustaining the progress in Li-ion …
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Simultaneous Scanning Ion Conductance and Electrochemical …
Hyphenated scanning electrochemical (SECM) and ion conductance microscopy (SICM) in the context of lithium-ion battery (LIB) research is introduced. It represents a powerful approach to generate information about the electrochemical activity and the topography of substrates at the same time. The applicability is showcased with the investigation of a LIB …
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Advanced Lithium Primary Batteries: Key Materials, …
Compared with the booming LIBs, lithium primary batteries (LPBs) own superiority in specific energy and self-discharge rate and are usually applied in special fields such as medical implantation, aerospace, and military. …
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Fault diagnosis technology overview for lithium‐ion battery …
The IEC standard ''Secondary cells and batteries containing alkaline or other non-acid electrolytes—Safety requirements for secondary lithium cells and batteries, for use in industrial applications'' (IEC 62619) and the Chinese national standard ''Battery management system for electrochemical energy storage'' (GB/T 34131) specify the data acquisition and data …
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Advanced Lithium Primary Batteries: Key Materials, Research …
Compared with the booming LIBs, lithium primary batteries (LPBs) own superiority in specific energy and self-discharge rate and are usually applied in special fields such as medical implantation, aerospace, and military. Widespread application in special fields also means more stringent requirements for LPBs in terms of energy density, working ...
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Lithium inventory estimation of battery using incremental …
In order to guarantee the durability and security of electric vehicles (EV), the ageing estimation of lithium-ion batteries (LIBs) is of great practical significance. Lithium inventory is an importan...
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Rechargeable Lithium Metal Batteries
He has 45 years of research experience in the field of solid state ionics and materials for energy storage and conversion, and, has developed lithium micro-batteries. He is especially well …
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Lithium-Ion Batteries: Latest Advances and Prospects
Lithium-ion batteries, known for their superior performance attributes such as fast charging rates and long operational lifespans, are widely utilized in the fields of new energy vehicles ...
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Open access dataset, code library and benchmarking deep …
In response to these problems, this paper publishes a large-scale lithium-ion battery run-to-failure dataset, consisting of 55 batteries, and provides a unified data preprocessing method. Besides, we comprehensively evaluate 5 well-known DL-based models to provide benchmark research.
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International Journal of Energy Research
In this view, Battery Management System (BMS) plays a major role to ensure a safe and trustworthy battery operation, especially when using Lithium-ion (Li-ion) batteries in an electric vehicle. Key function of BMS is State of Charge (SoC) estimation. A well-parameterized battery model is required for accurate state estimation. Consequently, the ...
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An Outlook on Lithium Ion Battery Technology | ACS Central …
The ever-growing demand for advanced rechargeable lithium-ion batteries in portable electronics and elec. vehicles has spurred intensive research efforts over the past decade. The key to sustaining the progress in Li-ion batteries lies in the quest for safe, low-cost pos. electrode (cathode) materials with desirable energy and power ...
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Degradable Radical Polymer Cathode for Lithium Battery with …
2 · Herein, we synthesize a degradable polymer cathode for lithium batteries by copolymerizing 2,3-dihydrofuran with TEMPO-containing norbornene derivatives. This polymer cathode demonstrates a two-electron redox reaction charge storage mechanism, exhibiting a high reversible capacity of 100.4 mAh g-1 and a long cycle life of over 1000 cycles. Furthermore, …
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A high‐energy‐density long‐cycle lithium–sulfur battery enabled …
The lithium–sulfur (Li–S) chemistry may promise ultrahigh theoretical energy density beyond the reach of the current lithium-ion chemistry and represent an attractive energy storage technology for electric vehicles (EVs). 1-5 There is a consensus between academia and industry that high specific energy and long cycle life are two key prerequisites for practical EV …
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Lithium-Ion Batteries: Latest Advances and Prospects
Lithium-ion batteries, known for their superior performance attributes such as fast charging rates and long operational lifespans, are widely utilized in the fields of new...
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LIBAC: An Annotated Corpus for Automated "Reading" …
Here, we report on our generated, semi-automatically annotated lithium-ion battery annotated corpus, "LIBAC", for 28 different entities of LIBs, which was used for training and evaluating Tok2vec and Transformer-based …
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Open access dataset, code library and benchmarking deep …
In response to these problems, this paper publishes a large-scale lithium-ion battery run-to-failure dataset, consisting of 55 batteries, and provides a unified data …
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Toward High Specific Energy and Long Cycle Life ...
1 Introduction. The demand for high-energy lithium-ion batteries (LIBs) steadily increases in the course of the rising electric vehicle market. [1-3] Among others, Li/Mn-rich layered oxides (xLi 2 MnO 3 –(1 − x)LiTMO 2; TM = Ni, Co, Mn; further referred to as LMR) as cathode active materials promise further rise in specific energy owing to their relatively high …
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Degradable Radical Polymer Cathode for Lithium Battery with …
2 · Herein, we synthesize a degradable polymer cathode for lithium batteries by copolymerizing 2,3-dihydrofuran with TEMPO-containing norbornene derivatives. This polymer …
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Solid-state lithium batteries-from fundamental research to …
In recent years, solid-state lithium batteries (SSLBs) using solid electrolytes (SEs) have been widely recognized as the key next-generation energy storage technology due …
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LIBAC: An Annotated Corpus for Automated "Reading" of the Lithium …
Here, we report on our generated, semi-automatically annotated lithium-ion battery annotated corpus, "LIBAC", for 28 different entities of LIBs, which was used for training and evaluating Tok2vec and Transformer-based models, resulting in high general accuracies for these with F 1-scores of 81 and 83%, respectively.
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High‐Energy Lithium‐Ion Batteries: Recent ...
1 Introduction. Lithium-ion batteries (LIBs) have long been considered as an efficient energy storage system on the basis of their energy density, power density, reliability, and stability, which have occupied an irreplaceable position …
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