{"data":{"id":"10.4121/2a57f92d-d0f8-4fdb-8b87-c8286ac77b2f","type":"dois","attributes":{"doi":"10.4121/2a57f92d-d0f8-4fdb-8b87-c8286ac77b2f","prefix":"10.4121","suffix":"2a57f92d-d0f8-4fdb-8b87-c8286ac77b2f","identifiers":[],"alternateIdentifiers":[],"creators":[{"name":"Raja, Mohamad A.","nameType":"Personal","givenName":"Mohamad A.","familyName":"Raja","nameIdentifiers":[{"nameIdentifier":"0009-0007-4646-9751","nameIdentifierScheme":"https://orcid.org/"}],"affiliation":[]},{"name":"Kim, Seong Su","nameType":"Personal","givenName":"Seong Su","familyName":"Kim","nameIdentifiers":[{"nameIdentifier":"0000-0001-8722-0505","nameIdentifierScheme":"https://orcid.org/"}],"affiliation":[]}],"titles":[{"title":"Code for Structuring BMS Battery Cycling Data into Charge/Discharge Profiles for Analysis \u0026amp; ML. Related Paper: \"Computational Micromechanics and Machine Learning-Informed Design of Composite Carbon Fiber-Based Structural Battery for Multifunctional Performance Prediction\""}],"publisher":"4TU.ResearchData","container":{},"publicationYear":2025,"subjects":[{"subject":"Aerospace Engineering","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"0901"},{"subject":"FOS: Mechanical engineering","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"Teaching and Instruction","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"9302"},{"subject":"Engineering","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"09"},{"subject":"Education and Training","subjectScheme":"Australian and New Zealand Standard Research Classification (ANZSRC), 2008","classificationCode":"93"},{"subject":"Battery data structuring"},{"subject":"MATLAB"},{"subject":"BMS cycling analysis"},{"subject":"Charge-discharge profiling"},{"subject":"Data preprocessing"}],"contributors":[{"name":"Korea Advanced Institute Of Science \u0026 Technology (KAIST), Department Of Mechanical Engineering","nameType":"Organizational","affiliation":[],"contributorType":"Other","nameIdentifiers":[]},{"name":"TU Delft, Faculty Of Aerospace Engineering, Department Of Aerospace Structures And Materials","nameType":"Organizational","affiliation":[],"contributorType":"Other","nameIdentifiers":[]}],"dates":[{"date":"2025-05-19","dateType":"Issued"}],"language":"en","types":{"ris":"COMP","bibtex":"misc","citeproc":"article","schemaOrg":"SoftwareSourceCode","resourceType":"Software","resourceTypeGeneral":"Software"},"relatedIdentifiers":[{"relationType":"IsSupplementTo","relatedIdentifier":"10.1021/acsami.4c19073","relatedIdentifierType":"DOI"},{"relationType":"References","relatedIdentifier":"https://github.com/MohamadA-RJ/BatteryCycleStruct","relatedIdentifierType":"URL"},{"relationType":"IsVersionOf","relatedIdentifier":"10.4121/2a57f92d-d0f8-4fdb-8b87-c8286ac77b2f.v1","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":["Image/.jpeg MATLAB/.m Spreadsheet/.xlsx"],"version":"1","rightsList":[{"rights":"MIT License","rightsUri":"https://opensource.org/licenses/MIT","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"mit","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"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: \u003cem\u003e\"Computational Micromechanics and Machine Learning-Informed Design of Composite Carbon Fiber-Based Structural Battery for Multifunctional Performance Prediction.\"\u003c/em\u003eIt 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).","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"xml":"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