Graphite//LFP synthetic duty cycle dataset (> 125,000 duty cycles)
Published: 19 March 2021| Version 3 | DOI: 10.17632/6s6ph9n8zg.3
Contributor:
Matthieu DubarryDescription
This dataset contains close to 130,000 individual duty cycles with one voltage curve for every 200 cycles (one every 10 cycles for cycles 1-200). It was calculated using the mechanistic modeling approach. See “Big data training data for artificial intelligence-based Li-ion diagnosis and prognosis“ (Journal of Power Sources, Volume 479, 15 December 2020, 228806) and "Analysis of Synthetic Voltage vs. Capacity Datasets for Big Data Li-ion Diagnosis and Prognosis" (Energies, under review) for more details. This dataset necessitate the associated V vs. Q dataset to be functional (10.17632/bs2j56pn7y.3) 15 variables are included, see read me for details on variable and examples.
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Institutions
University of Hawai'i at Manoa
Categories
Battery Charging, Lithium Battery, Computer-Based Training