%0 Computer Program
%A Raja, Mohamad A.
%A Kim, Seong Su
%D 2025
%T Code for Structuring BMS Battery Cycling Data into Charge/Discharge Profiles for Analysis & ML. Related Paper: "Computational Micromechanics and Machine Learning-Informed Design of Composite Carbon Fiber-Based Structural Battery for Multifunctional Performance Prediction"
%U 
%R 10.4121/2a57f92d-d0f8-4fdb-8b87-c8286ac77b2f.v1
%K Battery data structuring
%K MATLAB
%K BMS cycling analysis
%K Charge-discharge profiling
%K Data preprocessing
%X <p>This repository contains MATLAB code for structuring raw battery cycling data obtained from Battery Management Systems (BMS). The script converts multi-sheet Excel data into a cycle-based format commonly used in the battery research community, similar to the NASA battery dataset structure. This code was used in the paper titled: <em>"Computational Micromechanics and Machine Learning-Informed Design of Composite Carbon Fiber-Based Structural Battery for Multifunctional Performance Prediction."</em></p><p>It is a simple, well-documented code that separates voltage, current, and capacity data into individual charging and discharging cycles. The data is stored in a MATLAB structure, making it suitable for downstream analysis or machine learning. In my case, BMS data from structural carbon fiber battery lamina was used as a showcase for the data processing framework. This code was developed during my Master's research at KAIST (Korea Advanced Institute of Science and Technology).</p>
%I 4TU.ResearchData