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...

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Published in:Batteries
Main Authors: Alexis Kalk, Lea Leuthner, Christian Kupper, Marc Hiller
Format: Article
Language:English
Published: MDPI AG 2024-07-01
Subjects:
Online Access:https://www.mdpi.com/2313-0105/10/8/267
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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%.
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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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