Rapid Impedance Spectrum Extraction from Relaxation Signals via a Battery Kinetics-Informed Neural Network
Abstract
Dataset 1 includes LIBs with three different cathode chemistries, namely NCM, LFP, and NCA, corresponding to Cell 1 to Cell 3. EIS measurements and relaxation data acquisition were performed under multiple SOC and SOT ranging from 15 ℃ to 45 ℃.
Fields of Study & Subjects
Advanced Battery Technologies Research
Advancements in Battery Materials
Control Systems and Identification
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 5 February 2026
- Document type
- Dataset