How to practically perform first-principles calculations on Li-ion batteries?

  • Context: Graduate 
  • Thread starter Thread starter rentj
  • Start date Start date
  • Tags Tags
    Dft Li-ion battery
Click For Summary
SUMMARY

This discussion focuses on performing first-principles calculations on Li-ion battery electrodes using Density Functional Theory (DFT) and Quantum Espresso. The researcher follows the methodology outlined in the paper with DOI 10.1103/PhysRevB.82.125416, which includes DFT calculations, convex hull construction, and Monte Carlo simulations for thermodynamic properties. Key challenges include finding resources for practical learning and understanding the requirements for crystal structures and Li-ion vacancy ordering in simulations.

PREREQUISITES
  • Understanding of Density Functional Theory (DFT)
  • Familiarity with Quantum Espresso software
  • Knowledge of crystal structures and their significance in computational materials science
  • Basic principles of Monte Carlo simulations
NEXT STEPS
  • Research practical tutorials on performing DFT calculations using Quantum Espresso
  • Study the construction of convex hulls and voltage vs. composition graphs in battery materials
  • Learn about cluster expansion techniques for modeling Li-ion vacancy ordering
  • Explore resources on thermodynamic properties and kinetics in battery materials
USEFUL FOR

This discussion is beneficial for independent researchers, materials scientists, and anyone interested in computational modeling of Li-ion battery electrodes, particularly those new to DFT and Quantum Espresso.

rentj
Messages
1
Reaction score
0
TL;DR
First-principles calculation on Lithium Ion battery does not have sufficient practical resources to be studied from. The papers available are not that clear on describing the methodologies.
Hi! I am an independent researcher interested in Li-ion battery electrodes, particularly in their first-principles calculations. I understand the basic theory of DFT and crystals, but I am extremely new to the field. I am following the methods outlined in this paper:
10.1103/PhysRevB.82.125416 , where we first perform DFT calculations on different Li vacancy orderings, then construct the convex hull and voltage vs. composition graph. After that, we perform cluster expansion and Monte Carlo simulations to determine the thermodynamic properties and kinetics (for diffusion). However, I am having a hard time finding the necessary resources to learn how to perform these calculations.

First, I would like to ask if there are any resources available where I can practically learn how to conduct these calculations?

Next, I do not own a license for VASP, so I am using Quantum Espresso instead. From what I understand, we need a crystal structure and can then perform the DFT calculations on it. My question is: Do we need to know the exact crystal structure, such as the specific locations of the Li ions, etc.? I am planning to study organic electrodes, for which crystal structures are relatively scarce.
Also, how do we change the Li-ion vacancy ordering? How many unit cells in a supercell are necessary?
I think those are all the questions I have for now. Thank you!
 

Similar threads

Replies
0
Views
3K
Replies
4
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 10 ·
Replies
10
Views
11K
  • · Replies 16 ·
Replies
16
Views
3K
  • · Replies 1 ·
Replies
1
Views
4K
  • · Replies 1 ·
Replies
1
Views
4K
  • · Replies 8 ·
Replies
8
Views
5K
  • · Replies 6 ·
Replies
6
Views
2K
Replies
3
Views
6K