Capacity Estimation for Lithium-Ion Batteries Based on Impedance Spectral Dynamics and Deep Gaussian Process
Author:
Affiliation:
1. Jilin Province International Research Center of Precision Drive and Intelligent Control, Northeast Electric Power University, Jilin, China
Funder
National Natural Science Foundation of China
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Link
http://xplorestaging.ieee.org/ielx7/63/10566488/10510649.pdf?arnumber=10510649
Reference28 articles.
1. Effect analysis on thermal behavior enhancement of lithium–ion battery pack with different cooling structures
2. Rapid estimation of residual capacity for retired LiFePO4 batteries using voltage interval at low state of charge
3. A Curve Relocation Approach for Robust Battery Open Circuit Voltage Reconstruction and Capacity Estimation Based on Partial Charging Data
4. Multiobjective Optimization of Data-Driven Model for Lithium-Ion Battery SOH Estimation With Short-Term Feature
5. Prognostics of Remaining Useful Life for Lithium-Ion Batteries Based on Hybrid Approach of Linear Pattern Extraction and Nonlinear Relationship Mining
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1. Early-stage lifetime prediction for lithium-ion batteries: Linear regression - ensemble learning hybrid model based on impedance spectroscopy geometry;Journal of Power Sources;2024-10
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