The particle swarm optimization multi-kernel relevance vector machine for remaining useful life prediction of lithium-ion batteries
Author:
Affiliation:
1. State Key Laboratory of Space Power-Sources Technology,Shangha,China
2. Shanghai Institute of Space Power-Sources,Shanghai,China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9929429/9929329/09929806.pdf?arnumber=9929806
Reference18 articles.
1. Remaining Useful Life Prediction of Lithium-Ion Batteries Based on the Wiener Process with Measurement Error
2. Health diagnosis and remaining useful life prognostics of lithium-ion batteries using data-driven methods
3. Prediction of Remaining Useful Life of Lithium-ion Battery based on Multi-kernel Support Vector Machine with Particle Swarm Optimization;gao;Journal of Power Electronics,2017
4. An integrated unscented kalman filter and relevance vector regression approach for lithium-ion battery remaining useful life and short-term capacity prediction
5. Satellite lithium-ion battery remaining useful life estimation with an iterative updated RVM fused with the KF algorithm
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1. Prediction Model of Capacity Degradation in Lithium-Ion Batteries Based on Electrochemical Impedance Spectroscopy;2024
2. State-of-health and remaining-useful-life estimations of lithium-ion battery based on temporal convolutional network-long short-term memory;Journal of Energy Storage;2023-12
3. Scalability, Explainability and Performance of Data-Driven Algorithms in Predicting the Remaining Useful Life: A Comprehensive Review;IEEE Access;2023
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