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Genetic Modeling of Battery Performance

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Introduction

2. Model Description

3. Genetic Adaptation to Test Data

3.1 Genetic Algorithm for Modeling Li-Ion Cells

3.2 Test Data Used for Modeling

3.3 Adaptive Modeling Approach

4. Analysis of Model Results

4.1 Initial Cell State of Charge

4.2 Cathode Capacity

4.3 Lithium-Ion Diffusion Rate

4.4 Cathode Surface Polarization Time Constant

4.5 Cathode Surface Polarization Voltage

4.6 SEI/Electrolyte Resistance

4.7 Anode Capacity

4.8 Anode Precharge

4.9 Cathode Charge Transfer Resistance

4.10 Life Projection Based on Trend Analysis

5. Conclusions

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