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Journal Articles
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. November 2023, 20(4): 041008.
Paper No: JEECS-22-1176
Published Online: January 24, 2023
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 1 Second-order RC network cell model More
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 2 SIMULINK diagram of second-order circuit More
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 3 The block diagram of RTS-IUPF algorithm joint estimation More
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 4 The RTS-IUPF algorithm flowchart More
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 5 The experimental lithium-ion battery test platform More
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 6 The experimental lithium-ion battery test platform More
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 7 Experimental setup More
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 8 Block diagram of the battery management system More
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 9 The circuit schematic diagram of the detection unit More
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 10 Schematic diagram of equalization unit More
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 11 Battery management system More
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 12 Discharge current-voltage diagram under pulse condition More
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 13 SOC estimation results without initial SOC error under pulse condition and ( a ) SOC and ( b ) SOC absolute error (number of particles N = 300) More
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 14 The SOC estimation results (first 500 s) at 10% initial SOC error under pulse condition: ( a ) SOC and ( b ) zoom figure of SOC error More
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 15 The convergence time at different initial SOC errors More
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 16 R 0 estimated by RTS-IUKF algorithm More
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 17 SOH estimated by RTS-IUKF algorithm More
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 18 R 0 estimated by the RTS-IUKF algorithm under 500 cycle discharge cycle More
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in State-of-Charge and State-of-Health Joint Estimation of Lithium-Ion Battery Based on Iterative Unscented Kalman Particle Filtering Algorithm With Fused Rauch–Tung–Striebel Smoothing Structure
> Journal of Electrochemical Energy Conversion and Storage
Published Online: January 24, 2023
Fig. 19 SOH estimated by RTS-IUKF algorithm under 500 cycle discharge cycle More
