Challenging Practices of Algebraic Battery Life Models through Statistical Validation and Model Identification via Machine-Learning

Engineering

• Battery Life 100%
• Solid Electrolyte Interphase 100%
• Life Model 100%
• Lithium Ion Battery 100%
• Square Root 100%
• Learning System 100%
• State of Charge 50%
• Uncertainty Quantification 50%
• Reduced Order Model 50%
• Arrhenius 50%
• Human Expert 50%
• Degradation Model 50%
• Multiobjective Optimization 50%
• Optimality 50%

Computer Science

• Identification Model 100%
• Machine Learning 100%
• Learning System 100%
• And-States 50%
• Optimality Model 50%
• Multi-Objective Optimization 50%
• Sigmoidal Function 50%
• Bilevel Optimisation 50%
• Degradation Model 50%

Chemical Engineering

• Learning System 100%