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+{"id":"ksc4sv46x6","version":1,"name":"Searching for a Pulse: Evaluating the Use of Rapid DC Pulses for Diagnosing Battery Health, State-of-Charge, and Safety","description":"This is the data and code associated with the manuscript 'Searching for a pulse: Evaluating the Use of Rapid DC Pulses for Diagnosing Battery Health, State-of-Charge, and Safety', link: https://iopscience.iop.org/article/10.1149/1945-7111/addd50/meta.\n\nA collection of about 50,000 independent DC pulse sequences, collected from ~80 cells of 4 different types of commercially produced Li-ion batteries, with varying state-of-health (lab-aged, field-aged, and both), pulse state-of-charge, pulse design, pulse current, battery temperature, and battery hysteresis, while also measuring battery performance metrics relevant to a variety of battery applications (rate capability, mobility application, and stationary energy storage application). To diagnose safety, we have attempted to quantify potential safety and reliability issues using both electrochemical (post-charge voltage relaxation) and physical methods (rapid X-ray CT screening). We then use machine-learning methods to predict different target metrics using rapid pulse data and analyze results.\n\nCode with potential future updates to analysis is also at https://github.com/NREL/battery_pulse_diagnostics","doi":"10.17632/ksc4sv46x6.1","publish_date":"2025-11-03T07:45:38.271Z","last_modification_date":"2025-10-31T16:15:04.315Z","is_confidential":false,"customer":{"id":"7377952c-6404-4428-bbfc-77242cfc301e","name":"Mendeley Guests"},"owner":{"id":"67297860-8ed2-4b4d-aaeb-47c60f36a36c","first_name":"Paul","last_name":"Gasper","display_name":"Paul Gasper","$ref":"/profiles/67297860-8ed2-4b4d-aaeb-47c60f36a36c"},"categories":[{"id":"data.elsevier.com/vocabulary/OmniScience/Concept-249523402","label":"Machine Learning"},{"id":"data.elsevier.com/vocabulary/OmniScience/Concept-252591162","label":"Lithium Battery"}],"licence":{"id":"01d9c749-3c4d-4431-9df3-620b2dcfe144","short_name":"CC BY 4.0","full_name":"Creative Commons Attribution 4.0 International","description":"You can share, copy and modify this dataset so long as you give appropriate credit, provide a link to the CC BY license, and indicate if changes were made, but you may not do so in a way that suggests the rights holder has endorsed you or your use of the dataset. Note that further permission may be required for any content within the dataset that is identified as belonging to a third party.","url":"http://creativecommons.org/licenses/by/4.0","category":"Creative","customer_id":null},"institutions":[{"id":"4e380a3f-0df6-58dc-879e-15668bc961ad","name":"National Renewable Energy Laboratory"},{"id":"db42bb03-b04c-52dc-a79d-086478756b84","name":"University of Colorado Boulder"},{"id":"2d194b50-2b2b-50e9-a79c-770a70c4f606","name":"Carnegie Mellon University"}],"funders":[{"grant_id":null,"identity":"https://ror.org/01bj3aw27","name":"United States Department of Energy","location":"United States"}],"organisational_unit_names":[],"contributors":[{"id":"67297860-8ed2-4b4d-aaeb-47c60f36a36c","first_name":"Paul","last_name":"Gasper","orcid_id":"0000-0001-8834-9458","$ref":"/profiles/67297860-8ed2-4b4d-aaeb-47c60f36a36c","institution":"National Renewable Energy Laboratory"},{"first_name":"Nina","last_name":"Prakash","institution":"National Renewable Energy Laboratory"},{"first_name":"Bryce","last_name":"Knutson","institution":"University of Colorado Boulder"},{"first_name":"Thomas","last_name":"Bethel","institution":"National Renewable Energy Laboratory"},{"id":"ce09f061-2416-31c3-bc8c-0c788c13254b","first_name":"Katrina","last_name":"Ramirez-Meyers","orcid_id":"0000-0002-9121-6952","$ref":"/profiles/ce09f061-2416-31c3-bc8c-0c788c13254b","institution":"Carnegie Mellon University"},{"first_name":"Amariah","last_name":"Condon"},{"first_name":"Peter","last_name":"Attia","orcid_id":"0000-0003-4745-5726"},{"first_name":"Matthew","last_name":"Keyser","institution":"National Renewable Energy Laboratory"}],"related_links":[{"relation_type":"related_to","href":"https://iopscience.iop.org/article/10.1149/1945-7111/addd50/meta","source_type":"article"},{"relation_type":"related_to","href":"https://github.com/NREL/battery_pulse_diagnostics","source_type":"software"}],"custom_metadata":{},"is_metadata_only":false}