Browsing Chemical Engineering by Subject "Lithium-ion Batteries"
Now showing items 1-2 of 2
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A Convolutional Neural Network to Predict the State-of-Lithiation of Lithium-ion Batteries with the Nickel-Manganese-Cobalt-Oxide Chemistry
(University of Waterloo, 2023-04-14)A machine learning (ML) model was developed to study the discharge behavior of a 𝐿𝑖x𝑁𝑖0.33𝑀𝑛0.33𝐶𝑜0.33𝑂2 half-cell with particle-scale resolution. The ML model could predict the state-of-lithiation of the particles ... -
A Study on Nano-Si/Polyaniline/Reduced Graphene Oxide Composite Anode for Lithium-Ion Batteries
(University of Waterloo, 2013-04-30)Because of its high theoretical specific capacity (4200mAh/g) and natural abundance (2nd most abundant element on earth), silicon is considered a promising anode candidate for high energy density lithium-ion batteries. ...