Derivation and Comparison of Open-loop and Closed-loop Neural Network Battery State-of-Charge Estimators

Engineering

• Open Loop 100%
• Closed Loop 100%
• Battery (Electrochemical Energy Engineering) 100%
• State of Charge 100%
• Artificial Neural Network 66%
• Mathematical Model 33%
• Lithium-Ion Batteries 33%
• Collect Data 33%
• Feedforward 33%
• Historical Data 33%

Keyphrases

• Feed Forward Algorithm 50%
• Feedback Algorithm 50%
• Network Algorithms 50%
• Loop Structure 50%
• Nonlinear Autoregressive with Exogenous Inputs 50%
• Nonlinear Input 50%
• Pulse Discharge Test 50%
• Biological Neural Networks 50%