Revisiting the Critical Role of Metallic Ash Elements in the Development of Hard Carbon for Advancing Sodium-Ion Battery Applications

eScience, Год журнала: 2025, Номер unknown, С. 100371 - 100371

Опубликована: Янв. 1, 2025

Язык: Английский

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Research Advances on Lithium‐Ion Batteries Calendar Life Prognostic Models

Carbon Neutralization, Год журнала: 2025, Номер 4(1)

Опубликована: Янв. 1, 2025

ABSTRACT In military reserve power supplies, there is an urgent need for superior secondary batteries to replace conventional primary batteries, and lithium‐ion (LIBs) emerge as one of the best choices due their exceptional performance. The life LIBs includes cycle calendar life, with spanning from years decades. Accurate prediction crucial optimizing deployment maintenance in applications. Model‐based prognostics are usually established estimate using accelerated aging methods under various storage conditions. This review firstly outlines general prognostic workflow LIBs, analyzes degradation mechanisms, summarizes influencing factors; then, we introduce models, evolving simplistic empirical models (EMs) nonempirical mechanistic (MMs) based on LIB knowledge then traditional hybrid empirical‐mechanistic (trad‐EMMs). Finally, data‐driven (DDMs) machine learning (ML) discussed limitation methods, pure knowledge‐integrated establishing a comprehensive framework assessment. To our knowledge, this paper presents first field, summarizing offering some insights into future model development directions. can facilitate researchers analysis prolongation, thereby better serving application national economic life.

Язык: Английский

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Review on Direct Methanol Fuel Cells: Bridging the Gap between Theory and Application for Sustainable Energy Solutions

Energy & Fuels, Год журнала: 2025, Номер unknown

Опубликована: Март 13, 2025

Язык: Английский

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State Estimation of Lithium-Ion Batteries via Physics-Machine Learning Combined Methods: A Methodological Review and Future Perspectives

eTransportation, Год журнала: 2025, Номер unknown, С. 100420 - 100420

Опубликована: Апрель 1, 2025

Язык: Английский

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Multiscale modeling of catalyst deactivation in dry methane reforming

Chemical Engineering Journal, Год журнала: 2024, Номер unknown, С. 155846 - 155846

Опубликована: Сен. 1, 2024

Язык: Английский

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Hybrid HGRN-SCSO technique for enhanced prediction of remaining useful life in EV batteries

Electrical Engineering, Год журнала: 2025, Номер unknown

Опубликована: Янв. 12, 2025

Язык: Английский

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Toward fast multi-scale state estimation for retired battery reusing via Pareto-efficient

Energy, Год журнала: 2025, Номер unknown, С. 134848 - 134848

Опубликована: Фев. 1, 2025

Язык: Английский

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Li2CO3 Contamination in Garnet Solid Electrolyte: Origins, Impacts, and Mitigation Strategies

Energy storage materials, Год журнала: 2025, Номер unknown, С. 104173 - 104173

Опубликована: Март 1, 2025

Язык: Английский

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Towards Digitized Electrochemical Power Source for Electric Vehicles

eTransportation, Год журнала: 2025, Номер unknown, С. 100426 - 100426

Опубликована: Апрель 1, 2025

Язык: Английский

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Estimating the health status of lithium-ion batteries using deep learning method based on informer model

Journal of Power Sources, Год журнала: 2025, Номер 645, С. 237176 - 237176

Опубликована: Апрель 26, 2025

Язык: Английский

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