Electrochemistry
Find GeoDict tutorials for the Electrochemistry business area.
Tutorials for Electrochemistry:
|
- Import and Quality Control of a Cathode Material
Import the 3D scan of a cathode with ImportGeo-Vol, perform a quality control of the scan, apply a post-processing and finally segment the scan.
- Standardized Microstructure Analysis of a Cathode Material
Identify the binder in the solid material, analyze transport properties as tortuosity or surface area, and analyze chord length, grain size and pore size distribution.
- Building a Statistical Digital Twin of a Cathode Material
Create a statistical digital twin with GrainGeo, analyze the twin’s microstructure geometry on pore sizes, tortuosity, surface area, grain sizes, and chord lengths, and finally validate the twin by comparing the analysis results to the results of the original data set.
- Digital Battery Charging
Charge the digital battery fully resolved and accurately using BatteryDict LIR and run a homogenized simulation using the BESTmeso.
- Digital Analysis of Battery Separator Structures
This tutorial illustrates the capabilities of the GeoDict software to digitally analyze and optimize the microstructure of battery separators.
-
Digital Analysis of Fibers and Binder Content of a Carbon Paper GDL
In this tutorial a carbon paper gas diffusion layer will be used as an example on how to separate the binder from the fibers and how to identify individual fibers and post-process the results.
- Training Neural Networks for Binder Identification in NMC Cathodes
Learn how to set up training material and train a neural network with it to identify binder in an NMC cathode.
- AI-Segmentation of FIB-SEM Tomography of a Cathode
We use modern AI-technology for the segmentation, teaching a neural network not only to distinguish between the material phases but also between fore- and background in the FIB-SEM images. For this we use two image stacks of the same cathode, recorded by different detectors through different channels. In this way, the neural network obtains the needed information for the segmentation.
|
