基於先進模型的鋰離子電池充電控制=Advanced Model-Based Charging Control for L

目錄 1 Introduction
1 1 Brief Introduction of Lithium-Ion Batteries
1 1 1 Comparison with Other Commonly Used Batteries
1 1 2 Applications of Lithium-Ion Batteries
1 2 Format Comparison of Lithium-Ion Batteries
1 3 Electrochemical Mechanism of Lithium-Ion Batteries
1 3 1 Composition of Lithium-Ion Batteries
1 3 2 Charging-Discharging Mechanism
1 4 Motivation of Advanced Model-Based Battery Charging Control
1 4 1 Non-model-based Charging Control
1 4 2 Model-Based Charging Control
References
2 Lithium-Ion Battery Charging Technologies: Fundamental Concepts
2 1 Definitions Related to Battery Charging
2 1 1 Basic Performance Parameters
2 1 2 State Indicators
2 2 Charging Objectives and Constraints
2 2 1 Charging Objectives
2 2 2 Safety-Related Constraints
References
3 Lithium-Ion Battery Models
3 1 Electrochemical Models
3 1 1 Pseudo-Two-Dimensional Model
3 1 2 One-Dimensional Model
3 1 3 Single Particle Model
3 2 Equivalent Circuit Models
3 2 1 Rint Model
3 2 2 Thevenin Model
3 2 3 PNGV Model
References
4 Neural Network-Based State of Charge Observer for Lithium-Ion Batteries
4 1 Battery Model
4 2 Neural Network-Based Nonlinear Observer Design for SOC Estimation
4 2 1 Neural Network-Based Nonlinear Observer Design
4 2 2 Convergence Analysis
4 3 Experimental Results
4 3 1 Experiment for Parameter Extraction
4 3 2 Experiments for SOC Estimation
References
5 Co-estimation of State of Charge and Model Parameters for Lithium–Ion Batteries
5 1 Battery Model
5 2 Co-estimation of Model Parameters and SOC
5 2 1 On-line Battery Model Parameter Identification
5 2 2 Robust Observer for SOC Estimation
5 2 3 Summary of the Overall SOC Estimation Strategy
5 3 Experimental Results
5 3 1 Experimental Results for Battery Model Parameter On-line Identification
5 3 2 Experimental Results for SOC Estimation
References
6 User-Involved Battery Charging Control with Economic Cost Optimization
6 1 Battery Model and Constraints
6 1 1 Battery Model
6 1 2 Safety-Related Constraints
6 2 Charging Tasks
6 2 1 User-Involved Charging Task
6 2 2 Economic Cost Optimization
6 2 3 Energy Loss Reduction
6 2 4 Multi-objective Formulation
6 3 Optimal Battery Charging Control Design
6 3 1 Optimal Charging Control Algorithm
6 3 2 Optimal Charging Current Determined by Barrier Method
6 4 Simulation Results
6 4 1 Charging Results
6 4 2 Comparison with Other Commonly Used Optimization Algorithms
6 4 3 Comparison with Charging Control Strategy without Economic Cost Optimization
6 4 4 Comparison with Charging Control Strategy Without Energy Loss Optimization
6 4 5 Simulation Results for Different Weight Selections
6 4 6 Simulation Results for Different User Demands
6 4 7 Comparison with Traditional CC-CV Charging Methods
6 5 Experimental Results
References
7 Charging Analysis for Lithium-Ion Battery Packs
7 1 Cell Equalization Analysis
7 2 Multi-module Battery Pack Charger
7 2 1 Model and Control of Battery Pack Charger
7 2 2 Performance Validation
7 3 Battery Pack Charging System Combining Traditional Charger and Equalizers
7 3 1 Classification of Equalization Systems
7 3 2 Bidirectional Modified C？k Converter-Based Equalizer
7 3 3 Modified Isolated Bidirectional Buck-Boost Converter-Based Equalizer
References
8 User-Involved Charging Control for Battery Packs: Centralized Structure
8 1 Battery Pack Model and Constraints
8 1 1 Battery Pack Model
8 1 2 Charging Constraints
8 2 User-Involved Charging Control Design for Battery Packs
8 2 1 Charging Objectives
8 2 2 Optimal Battery Pack Charging Control Design
8 3 Simulation Results
8 3 1 Charging Resul
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