articleAdvanced MaterialsFeb 23, 2025Closed access

A Universal Solution for Direct Regeneration of Spent Lithium Iron Phosphate

Tsinghua–Berkeley Shenzhen Institute · Tsinghua University · +5 more institutions

PubMed
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Abstract

Abstract Lithiation reactions driven by chemical potential offer a promising avenue for directly regenerating degraded lithium iron phosphate (LFP). However, the choice of solution system significantly influences the lithium supplementation where improper selection may result in poor lithium recovery or extremely slow kinetics. Herein, it is identified that the most critical factor affecting solution repair effectiveness is the redox potential of the anions in the solution, which determines whether spent LFP (SLFP) can undergo spontaneous lithiation under ambient conditions. Then, machine learning (ML) is used for prediction and screening of huge potential solution systems, and finally a general strategy is…

Citation impact

43
total citations
FWCI
24.08
Percentile
100%
References
46
Citations per year

Authors

11

Topics & keywords

Keywords
  • Materials science
  • Phosphate
  • Lithium (medication)
  • Lithium iron phosphate
  • Regeneration (biology)
  • Inorganic chemistry
  • Chemical engineering
  • Organic chemistry
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