High-Throughput Li Plating Quantification for Fast-Charging Battery Design

Zachary Konz, Brendan Wirtz, Ankit Verma, Tzu-Yang Huang, Helen Bergstrom, Matthew Crafton, David Brown, Eric McShane, Andrew Colclasure, Bryan McCloskey

Research output: Contribution to journalArticlepeer-review

20 Scopus Citations


Fast charging of most commercial lithium-ion batteries is limited due to fear of lithium plating on the graphite anode, which is difficult to detect and poses considerable safety risk. Here we demonstrate the power of simple, accessible and high-throughput cycling techniques to quantify irreversible Li plating spanning data from over 200 cells. We first observe the effects of energy density, charge rate, temperature and state of charge on lithium plating, use the results to refine a mature physics-based electrochemical model and provide an interpretable empirical equation for predicting the plating onset state of charge. We then explore the reversibility of lithium plating and its connection to electrolyte design for preventing irreversible Li accumulation. Finally, we design a method to quantify in situ Li plating for commercially relevant graphite|LiNi0.5Mn0.3Co0.2O2 (NMC) cells and compare with results from the experimentally convenient Li|graphite configuration. The hypotheses and abundant data herein were generated primarily with equipment universal to the battery researcher, encouraging further development of innovative testing methods and data processing that enable rapid battery engineering.

Original languageAmerican English
Pages (from-to)450-461
Number of pages12
JournalNature Energy
Issue number5
StatePublished - 2023

Bibliographical note

Publisher Copyright:
© 2023, The Author(s), under exclusive licence to Springer Nature Limited.

NREL Publication Number

  • NREL/JA-5700-83011


  • fast charge
  • high-throughput
  • Li-ion battery
  • lithium plating
  • modeling


Dive into the research topics of 'High-Throughput Li Plating Quantification for Fast-Charging Battery Design'. Together they form a unique fingerprint.

Cite this