Unlocking Interpretable Prediction of Battery Random Discharge Capacity With Domain Adaptative Physics Constraint (Adv. Energy Mater. 13/2025)

IF 24.4 1区材料科学 Q1 CHEMISTRY, PHYSICAL

Advanced Energy Materials Pub Date : 2025-04-01 DOI:10.1002/aenm.202570068

Yunhong Che, Jia Guo, Yusheng Zheng, Daniel-Ioan Stroe, Wenxue Liu, Xiaosong Hu, Remus Teodorescu

引用次数: 0

Abstract

Battery Management

Interpretable and accurate random discharge capacity predictions under varying application scenarios enable better onboard battery management to ensure safe and optimal operations. In article number 2405506, Jia Guo, Yusheng Zheng, Xiaosong Hu, and co-workers developed an electrochemical impedance spectroscopy-constrained domain adaptation framework to predict the capacities during random discharge with non-destructive mechanism diagnosis for onboard dynamic aging understanding.

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来源期刊

Advanced Energy Materials CHEMISTRY, PHYSICAL-ENERGY & FUELS

CiteScore

41.90

自引率

4.00%

发文量

889

审稿时长

1.4 months

期刊介绍： Established in 2011, Advanced Energy Materials is an international, interdisciplinary, English-language journal that focuses on materials used in energy harvesting, conversion, and storage. It is regarded as a top-quality journal alongside Advanced Materials, Advanced Functional Materials, and Small. With a 2022 Impact Factor of 27.8, Advanced Energy Materials is considered a prime source for the best energy-related research. The journal covers a wide range of topics in energy-related research, including organic and inorganic photovoltaics, batteries and supercapacitors, fuel cells, hydrogen generation and storage, thermoelectrics, water splitting and photocatalysis, solar fuels and thermosolar power, magnetocalorics, and piezoelectronics. The readership of Advanced Energy Materials includes materials scientists, chemists, physicists, and engineers in both academia and industry. The journal is indexed in various databases and collections, such as Advanced Technologies & Aerospace Database, FIZ Karlsruhe, INSPEC (IET), Science Citation Index Expanded, Technology Collection, and Web of Science, among others.