What question did this study set out to answer?

This research aims to develop a model to predict the lifecycle and degradation behavior of Co3O4/graphene anodes.

A multiphysics electrochemical–thermal–mechanical model for predicting the lifetime and degradation pathways of hierarchical Co 3 O 4 /graphene anodes in sustainable lithium-ion batteries

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A coupled model predicts degradation trends in hierarchical Co3O4/graphene anodes, suggesting durability implications.

This research aims to develop a model to predict the lifecycle and degradation behavior of Co3O4/graphene anodes.
Developed a multiphysics model integrating electrochemical, thermal, and mechanical processes.
Analyzed degradation pathways in hierarchical Co3O4/graphene anodes.
Proposed a lifetime index to estimate durability.
The model identifies key degradation processes in anodes.
Predicted lifetime index correlates with sustained performance in lithium-ion batteries.
Insights reveal how hierarchical structures affect longevity.

Owida et al. (2026) studied this question.

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