A multi-fault diagnosis method based on modified Sample Entropy for lithium-ion battery strings

Yunlong Shang, Gaopeng Lu, Yongzhe Kang, +3

Journal of Power Sources

Electric BatteryFault DiagnosisElectrical EngineeringReliability EngineeringCondition Monitoring +11

A multi-fault diagnostic method based on an interleaved voltage measurement topology for series connected battery packs

Yongzhe Kang, Bin Duan, Zhongkai Zhou, +2

Journal of Power Sources

Electrical EngineeringReliability EngineeringEngineeringMulti-fault Diagnostic MethodBattery Configuration +7

Online multi-fault detection and diagnosis for battery packs in electric vehicles

Yongzhe Kang, Bin Duan, Zhongkai Zhou, +2

Applied Energy

Fault DiagnosisElectrical EngineeringReliability EngineeringEngineeringSmart Grid +8

An efficient screening method for retired lithium-ion batteries based on support vector machine

Zhongkai Zhou, Bin Duan, Yongzhe Kang, +4

Journal of Cleaner Production

Electric BatteryElectrical EngineeringSupport Vector MachineEngineeringLithium-ion Battery +6

The state of health estimation of lithium-ion batteries based on data-driven and model fusion method

Peng Huang, Pingwei Gu, Yongzhe Kang, +3

Journal of Cleaner Production

State EstimationEngineeringData ScienceLife PredictionModel Fusion Method +9

A low-complexity state of charge estimation method for series-connected lithium-ion battery pack used in electric vehicles

Zhongkai Zhou, Bin Duan, Yongzhe Kang, +3

Journal of Power Sources

Electric BatteryElectrical EngineeringEngineeringElectric VehiclesCharge Estimation Method +5

A Quick Screening Approach Based on Fuzzy C-Means Algorithm for the Second Usage of Retired Lithium-Ion Batteries

Ying Zhang, Zhongkai Zhou, Yongzhe Kang, +2

IEEE Transactions on Transportation Electrification

Search OptimizationEngineeringRetired Lithium-ion BatteriesQuick Screening ApproachFuzzy C-means Algorithm +18

An Adaptive Battery Capacity Estimation Method Suitable for Random Charging Voltage Range in Electric Vehicles

Chenghui Zhang, Yongzhe Kang, Bin Duan, +4

IEEE Transactions on Industrial Electronics

Electric BatteryElectrical EngineeringIncremental LearningEngineeringMachine Learning +12

A comparative study of fault diagnostic methods for lithium-ion batteries based on a standardized fault feature comparison method

Yongzhe Kang, Xichen Yang, Zhongkai Zhou, +4

Journal of Cleaner Production

ReliabilityFault DiagnosisElectrical EngineeringReliability EngineeringEngineering +11

State-of-Health Estimation With Anomalous Aging Indicator Detection of Lithium-Ion Batteries Using Regression Generative Adversarial Network

Guangcai Zhao, Chenghui Zhang, Bin Duan, +3

IEEE Transactions on Industrial Electronics

Artificial IntelligenceReal SohData AugmentationEngineeringMachine Learning +13