An Aging-Optimized State-of-Charge-Controlled Multi-Stage Constant Current (MCC) Fast Charging Algorithm for Commercial Li-Ion Battery Based on Three-Electrode Measurements
This paper proposes a method that leads to a highly accurate state-of-charge dependent multi-stage constant current (MCC) charging algorithm for electric bicycle batteries to reduce the charging time without accelerating aging by avoiding Li-plating. First, the relation between the current rate, sta...
| Published in: | Batteries |
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| Main Authors: | , , , |
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2024-07-01
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| Subjects: | |
| Online Access: | https://www.mdpi.com/2313-0105/10/8/267 |
| _version_ | 1850044881502732288 |
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| author | Alexis Kalk Lea Leuthner Christian Kupper Marc Hiller |
| author_facet | Alexis Kalk Lea Leuthner Christian Kupper Marc Hiller |
| author_sort | Alexis Kalk |
| collection | DOAJ |
| container_title | Batteries |
| description | This paper proposes a method that leads to a highly accurate state-of-charge dependent multi-stage constant current (MCC) charging algorithm for electric bicycle batteries to reduce the charging time without accelerating aging by avoiding Li-plating. First, the relation between the current rate, state-of-charge, and Li-plating is experimentally analyzed with the help of three-electrode measurements. Therefore, a SOC-dependent charging algorithm is proposed. Secondly, a SOC estimation algorithm based on an Extended Kalman Filter is developed in MATLAB/Simulink to conduct high accuracy SOC estimations and control precisely the charging algorithm. The results of the experiments showed that the Root Mean Square Error (RMSE) of SOC estimation is 1.08%, and the charging time from 0% to 80% SOC is reduced by 30%. |
| format | Article |
| id | doaj-art-e10ffbb6c3f3437da2c97b2d1351086f |
| institution | Directory of Open Access Journals |
| issn | 2313-0105 |
| language | English |
| publishDate | 2024-07-01 |
| publisher | MDPI AG |
| record_format | Article |
| spelling | doaj-art-e10ffbb6c3f3437da2c97b2d1351086f2025-08-20T00:29:36ZengMDPI AGBatteries2313-01052024-07-0110826710.3390/batteries10080267An Aging-Optimized State-of-Charge-Controlled Multi-Stage Constant Current (MCC) Fast Charging Algorithm for Commercial Li-Ion Battery Based on Three-Electrode MeasurementsAlexis Kalk0Lea Leuthner1Christian Kupper2Marc Hiller3Institute of Electrical Engineering (ETI), Karlsruhe Institute of Technology (KIT), 76131 Karlsruhe, GermanyInstitute for Applied Materials (IAM), Karlsruhe Institute of Technology (KIT), 76131 Karlsruhe, GermanyInstitute of Electrical Engineering (ETI), Karlsruhe Institute of Technology (KIT), 76131 Karlsruhe, GermanyInstitute of Electrical Engineering (ETI), Karlsruhe Institute of Technology (KIT), 76131 Karlsruhe, GermanyThis paper proposes a method that leads to a highly accurate state-of-charge dependent multi-stage constant current (MCC) charging algorithm for electric bicycle batteries to reduce the charging time without accelerating aging by avoiding Li-plating. First, the relation between the current rate, state-of-charge, and Li-plating is experimentally analyzed with the help of three-electrode measurements. Therefore, a SOC-dependent charging algorithm is proposed. Secondly, a SOC estimation algorithm based on an Extended Kalman Filter is developed in MATLAB/Simulink to conduct high accuracy SOC estimations and control precisely the charging algorithm. The results of the experiments showed that the Root Mean Square Error (RMSE) of SOC estimation is 1.08%, and the charging time from 0% to 80% SOC is reduced by 30%.https://www.mdpi.com/2313-0105/10/8/267fast chargingmulti-stage constant current (MCC) chargingLi-platingSOCaging |
| spellingShingle | Alexis Kalk Lea Leuthner Christian Kupper Marc Hiller An Aging-Optimized State-of-Charge-Controlled Multi-Stage Constant Current (MCC) Fast Charging Algorithm for Commercial Li-Ion Battery Based on Three-Electrode Measurements fast charging multi-stage constant current (MCC) charging Li-plating SOC aging |
| title | An Aging-Optimized State-of-Charge-Controlled Multi-Stage Constant Current (MCC) Fast Charging Algorithm for Commercial Li-Ion Battery Based on Three-Electrode Measurements |
| title_full | An Aging-Optimized State-of-Charge-Controlled Multi-Stage Constant Current (MCC) Fast Charging Algorithm for Commercial Li-Ion Battery Based on Three-Electrode Measurements |
| title_fullStr | An Aging-Optimized State-of-Charge-Controlled Multi-Stage Constant Current (MCC) Fast Charging Algorithm for Commercial Li-Ion Battery Based on Three-Electrode Measurements |
| title_full_unstemmed | An Aging-Optimized State-of-Charge-Controlled Multi-Stage Constant Current (MCC) Fast Charging Algorithm for Commercial Li-Ion Battery Based on Three-Electrode Measurements |
| title_short | An Aging-Optimized State-of-Charge-Controlled Multi-Stage Constant Current (MCC) Fast Charging Algorithm for Commercial Li-Ion Battery Based on Three-Electrode Measurements |
| title_sort | aging optimized state of charge controlled multi stage constant current mcc fast charging algorithm for commercial li ion battery based on three electrode measurements |
| topic | fast charging multi-stage constant current (MCC) charging Li-plating SOC aging |
| url | https://www.mdpi.com/2313-0105/10/8/267 |
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