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Achieving High Rate Performance in Hybrid Pristine-Recycled Cathodes Using Model-Informed Electrode Designs: Article No. 148385

  • University of Colorado Boulder

Research output: Contribution to journal › Article › peer-review

2 Scopus Citations

Abstract

Direct recycling lithium-ion battery cathodes, a process that retains the engineered oxide structures from end-of-life materials, presents a cost-effective and energy-efficient alternative to other battery recycling methods. However, while direct-recycled cathodes have demonstrated performance comparable to that of pristine materials at low cycling rates, their high-rate performance remains uncertain. Morphology changes in cathode particles, a main mode of degradation, directly impact rate performance by limiting surface kinetics and solid-phase diffusion. If direct recycling processes do not sufficiently restore pristine-like morphologies, the recycled materials may retain structural defects that hinder high-rate performance. The present work uses a physics-based pseudo-2D model to simulate hybrid electrodes with pristine and artificially “aged/recycled” NMC materials to investigate potential impacts of incorporating performance-limited aged cathode materials into cells. The study highlights how differences in transport and kinetic properties can influence rate capabilities in mixed electrodes - particularly in high-loading cells in high-demand applications. However, model results also reveal a possible mitigation strategy via dual-layer electrode architectures with lower-performing materials positioned near the current collector. Simulations of 4.0 mAh cm-2 cells cycled at 4C using a dual-layer architecture provided approximately 5%-30% more capacity in constant-current protocols compared to homogeneously blended electrode architectures with the same loadings and mixed-material compositions. These findings highlight the importance of strategic electrode design in minimizing potential performance losses and facilitating the integration of recycled materials into high-performance batteries, advancing sustainable and cost-effective battery manufacturing.
Original languageAmerican English
Number of pages15
JournalElectrochimica Acta
Volume555
DOIs
StatePublished - 2026

NLR Publication Number

  • NLR/JA-5700-92163

Keywords

  • direct recycling
  • electrode architecture
  • li-ion batteries
  • NMC cathode
  • P2D model

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