Battery Cell Health Estimation Using Cycle Life Data

Version 1.0.0 (1,62 ko) par recent works
Interpolate the data for a smooth curve and visualize the battery's capacity loss over different cycles.
110 téléchargements
Mise à jour 28 juil. 2023

Afficher la licence

How to estimate the health of a battery cell by analyzing cycle life data. The data consists of cycle life (the number of cycles) and the corresponding capacity loss in percentage. To create a smooth curve, we'll use interpolation techniques. The interpolated curve will provide us with a continuous estimation of the capacity loss for any number of cycles within a given range.
Step-by-step, we will cover:
  1. Importing the cycle life data and capacity loss data.
  2. Interpolating the data using MATLAB's 'interp1' function with the 'pchip' method.
  3. Visualizing the interpolated curve and original data points on a plot.
  4. Adding data point labels and annotations for important points on the curve.
  5. Providing insights into the estimated capacity loss at a specific number of cycles.

Citation pour cette source

recent works (2024). Battery Cell Health Estimation Using Cycle Life Data (https://www.mathworks.com/matlabcentral/fileexchange/132837-battery-cell-health-estimation-using-cycle-life-data), MATLAB Central File Exchange. Récupéré le .

Compatibilité avec les versions de MATLAB
Créé avec R2013a
Compatible avec toutes les versions
Plateformes compatibles
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!
Version Publié le Notes de version
1.0.0