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Modeling, Reliability and Health Management of Lithium-Ion Batteries

As the global transition toward carbon neutrality accelerates, Lithium-ion batteries (LIBs) have become the cornerstone of electric mobility and renewable energy storage. However, ensuring their safety and maximizing their lifespan requires precise solutions for complex electrochemical and thermal c...

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Format: Online
Language:English
Published: MDPI - Multidisciplinary Digital Publishing Institute 2026
Subjects:
Fault detection
Sliding windows
Relative entropy
SOC estimation
Short-circuit resistance estimation
Battery model
Lithium titanium oxide (LTO) batteries
Rate characteristics
Fast charging
Multi-stage constant current (MCC) charging
Li-plating
SOC
Aging
Li–ion batteries
Capacity prediction
Feature extraction
Data–driven
Machine learning
Li-ion battery
Thermal runaway
Operation environment
Mathematical equation
Evaluation modeling
MATLAB
SIMULINK
Equivalent circuit model
Lithium-ion battery
Battery model parametrization
Autoregressive exogenous model
Least squares linear regression
Optimization
Electric vehicles
Internal pressure
Simulation
Modeling
Small-sample data
Battery state of health
Deep learning
N
A
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology
Online Access:ONIX_20260416T142754_9783725861996_51
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