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September 12, 2025Nano-Micro LettersOpen Access

Low-Temperature Electrolytes for Lithium-Ion Batteries: Current Challenges, Development, and Perspectives

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Authors

ZYZhao YangLGLimin GengWMWeijia Meng

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Overview

This review examines low-temperature electrolyte innovations for lithium-ion batteries, highlighting machine learning's role in optimization.

Key Points

  • Electrolyte engineering strategies can improve lithium-ion battery performance at low temperatures, overcoming key challenges.
  • Addressing issues like ionic conductivity and lithium dendrite growth is critical for enhancing low-temperature operation.
  • Innovative optimization approaches, including tailored lithium salt designs and composite electrolytes, show promise in advancing battery technology.
  • Advanced data-driven methodologies provide insights into electrolyte formulation, enabling rapid development of efficient systems.

Cite This Study

Yang et al. (2025) studied this question.

synapsesocial.com/papers/68d44c3431b076d99fa553f2https://doi.org/10.1007/s40820-025-01914-x
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Also Consider

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  1. 1Electrolyte Design for Low-Temperature Lithium-Ion Batteries: Solvation Regulation and Interfacial Chemistry2026
  2. 2Challenges and Advances in Wide‐Temperature Electrolytes for Lithium‐Ion Batteries2024 · 28 citations
  3. 3Rational Design of Electrolyte Additives for Low-Temperature Lithium Metal Batteries2026
  4. 4Electrolytes Design for Extending the Temperature Adaptability of Lithium‐Ion Batteries: from Fundamentals to Strategies2024 · 84 citations
  5. 5High‐Entropy Electrolytes: Advancing Low‐Temperature Lithium Batteries Toward Extreme Environments2026