Diagnosis of connection fault for parallel-connected lithium-ion batteries based on long short-term memory networks

Effect of parallel connection topology on air-cooled lithium-ion battery module: Inconsistency analysis and comprehensive evaluation

(2022) Changlong Li et al.   APPLIED ENERGY

Fault diagnosis method for lithium-ion batteries in electric vehicles based on isolated forest algorithm

(2022) Jiuchun Jiang et al.   Journal of Energy Storage

A novel entropy-based fault diagnosis and inconsistency evaluation approach for lithium-ion battery energy storage systems

(2021) Yishu Qiu et al.   Journal of Energy Storage

Fault diagnosis of external soft-short circuit for series connected lithium-ion battery pack based on modified dual extended Kalman filter

(2021) Mina Ma et al.   Journal of Energy Storage

Multi-fault Detection and Isolation for Lithium-Ion Battery Systems

(2021) Kai Zhang et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Fault detection of lithium-ion battery packs with a graph-based method

(2021) Guijun Ma et al.   Journal of Energy Storage

Current Distribution Estimation of Parallel-Connected Batteries for Inconsistency Diagnosis Using Long Short-Term Memory Networks

(2021) Zhongrui Cui et al.   IEEE Transactions on Transportation Electrification

A combined method for state-of-charge estimation for lithium-ion batteries using a long short-term memory network and an adaptive cubature Kalman filter

(2020) Yong Tian et al.   APPLIED ENERGY

A novel fast capacity estimation method based on current curves of parallel-connected cells for retired lithium-ion batteries in second-use applications

(2020) Long Chang et al.   JOURNAL OF POWER SOURCES

Advanced Fault Diagnosis for Lithium-Ion Battery Systems: A Review of Fault Mechanisms, Fault Features, and Diagnosis Procedures

(2020) Xiaosong Hu et al.   IEEE Industrial Electronics Magazine

Lithium-ion battery aging mechanisms and diagnosis method for automotive applications: Recent advances and perspectives

(2020) Rui Xiong et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Thermal runaway propagation behavior within 18,650 lithium-ion battery packs: A modeling study

(2020) Yikai Jia et al.   Journal of Energy Storage

Research progress, challenges and prospects of fault diagnosis on battery system of electric vehicles

(2020) Rui Xiong et al.   APPLIED ENERGY

Fault diagnosis and abnormality detection of lithium-ion battery packs based on statistical distribution

(2020) Qiao Xue et al.   JOURNAL OF POWER SOURCES

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

(2019) Yongzhe Kang et al.   JOURNAL OF POWER SOURCES

Performance of LiFePO4 batteries in parallel based on connection topology

(2019) Jie Lv et al.   APPLIED ENERGY

Stacked bidirectional long short-term memory networks for state-of-charge estimation of lithium-ion batteries

(2019) Chong Bian et al.   ENERGY

Algorithm for the detection of a single cell contact loss within parallel-connected cells based on continuous resistance ratio estimation

(2019) Alexander Fill et al.   Journal of Energy Storage

Entropy-Based Voltage Fault Diagnosis of Battery Systems for Electric Vehicles

(2018) Peng Liu et al.   Energies

Long Short-Term Memory Networks for Accurate State-of-Charge Estimation of Li-ion Batteries

(2018) Ephrem Chemali et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Micro-Short Circuit Diagnosis for Series-Connected Lithium-Ion Battery Packs Using Mean-Difference Model

(2018) Wenkai Gao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Long short-term memory recurrent neural network for remaining useful life prediction of lithium-ion batteries

(2018) Yongzhi Zhang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Fault detection of the connection of lithium-ion power batteries in series for electric vehicles based on statistical analysis

(2018) Mina Ma et al.   ENERGY

Influence of connecting plate resistance upon LiFePO 4 battery performance

(2015) Limei Wang et al.   APPLIED ENERGY

A Review on Fault Mechanism and Diagnosis Approach for Li-Ion Batteries

(2015) Chao Wu et al.   Journal of Nanomaterials

Fault detection of the connection of lithium-ion power batteries based on entropy for electric vehicles

(2015) Lei Yao et al.   JOURNAL OF POWER SOURCES

Deep learning

(2015) Yann LeCun et al.   NATURE

Module design and fault diagnosis in electric vehicle batteries

(2012) Gregory J. Offer et al.   JOURNAL OF POWER SOURCES

Lithium ion battery pack power fade fault identification based on Shannon entropy in electric vehicles

(2012) Yuejiu Zheng et al.   JOURNAL OF POWER SOURCES

Investigating electrical contact resistance losses in lithium-ion battery assemblies for hybrid and electric vehicles

(2011) Peyman Taheri et al.   JOURNAL OF POWER SOURCES