Research graph
References from Decoupling and Diagnosis Method for Early Minor Faults in Electric Vehicle Traction Batteries Based on PatchTSSA. Local targets link to admitted publications; unresolved targets remain external evidence.
Internal short circuits in lithium-ion batteries; origins, detection, and experimental reproduction: A review
10.1016/j.jpowsour.2025.238265 · 2025 · External reference
Research advances on thermal runaway mechanism of lithium-ion batteries and safety improvement
2024 · External reference
A comprehensive review of thermal runaway and thermal runaway propagation modelling approaches in lithium-ion batteries
10.1016/j.est.2025.118685 · 2025 · External reference
Multi-layer internal short-circuit mechanism and thermal runaway risk assessment of lithium-ion batteries using nail penetration simulation
10.1016/j.est.2024.112824 · 2024 · External reference
Multi-field interpretation of internal short circuit and thermal runaway behavior for lithium-ion batteries under mechanical abuse
10.1016/j.energy.2022.126027 · 2023 · External reference
Thermal runaway of Li-ion batteries caused by hemispherical indentation under different temperatures
10.1016/j.jpowsour.2025.238055 · 2025 · External reference
Early warning of thermal runaway based on state of safety for lithium-ion batteries
10.1038/s44172-025-00442-1 · 2025 · External reference
Thermal runaway monitoring and early warning for lithium-ion batteries based on the evolution law of internal temperature
10.1016/j.applthermaleng.2025.129444 · 2026 · External reference
Advances in Early Warning of Thermal Runaway in Lithium-Ion Battery Energy Storage Systems
10.1002/adsr.202400165 · 2025 · External reference
Transfer learning for state-of-health prognostics of lithium-ion batteries: A survey
10.1016/j.est.2026.122169 · 2026 · External reference
Quantitative diagnosis of micro-short circuit for lithium-ion batteries considering aging based on incremental capacity curve
10.1016/j.est.2023.110240 · 2024 · External reference
Online quantitative diagnosis of internal short circuit for lithium-ion batteries using incremental capacity method
10.1016/j.energy.2021.123082 · 2022 · External reference
Advanced data-driven fault diagnosis in lithium-ion battery management systems for electric vehicles: Progress, challenges, and future perspectives
10.1016/j.etran.2024.100374 · 2024 · External reference
Battery health features extraction and state of health estimation based on real-time online vehicle driving data
10.1016/j.jpowsour.2025.236784 · 2025 · External reference
Vehicle-cloud-collaborated prognosis and health management for lithium-ion batteries: Framework, technics and perspective
10.1016/j.ensm.2024.103531 · 2024 · External reference
Applications of artificial intelligence and cell balancing techniques for battery management system (BMS) in electric vehicles: A comprehensive review
10.1016/j.psep.2024.09.105 · 2024 · External reference
10.3390/batteries10110378
10.3390/batteries10110378 · External reference
Voltage fault diagnosis and prognostic of lithium-ion batteries in electric scooters based on hybrid neural network and multiple thresholds
10.1016/j.jpowsour.2024.235197 · 2024 · External reference
Enhancing multi-type fault diagnosis in lithium-ion battery systems: Vision transformer-based transfer learning approach
10.1016/j.jpowsour.2024.235610 · 2024 · External reference
Battery internal short circuit diagnosis based on vision transformer without real data
10.59717/j.xinn-energy.2024.100041 · 2024 · External reference
Voltage faults diagnosis for lithium-ion batteries in electric vehicles using optimized graphical neural network
10.1038/s41598-025-13188-9 · 2025 · External reference
Photovoltaic power forecasting: Using wavelet threshold denoising combined with VMD
10.1016/j.renene.2025.123152 · 2025 · External reference
Lithium-ion battery state-of-health estimation using intra-domain and cross-domain transfer learning: Mitigating domain shift based on Wasserstein distance
10.1016/j.est.2025.117601 · 2025 · External reference
Cross-domain battery SOH and RUL estimation via Domain-Adaptive Transformer
10.1016/j.energy.2025.139288 · 2025 · External reference
10.3390/wevj17030149
10.3390/wevj17030149 · External reference
Digital twin-based prediction of battery parameters from limited initial data using an optimised time-series multi-layer perceptron
10.1016/j.est.2025.120194 · 2026 · External reference
10.3389/fbael.2026.1764210
10.3389/fbael.2026.1764210 · External reference
10.4271/2026-26-0382
10.4271/2026-26-0382 · External reference
Physics-Informed Digital Twin Model for Lithium-Ion Batteries
10.1149/ma2025-023480mtgabs · 2025 · External reference
Enhancing battery durable operation: Multi-fault diagnosis and safety evaluation in series-connected lithium-ion battery systems
10.1016/j.apenergy.2024.124632 · 2025 · External reference
The battery failure databank: Insights from an open-access database of thermal runaway behaviors of Li-ion cells and a resource for benchmarking risks
10.1016/j.jpowsour.2024.234106 · 2024 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
A comparative study of equivalent circuit models for Li-ion batteries
10.1016/j.jpowsour.2011.10.013 · 2012 · External reference
Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs: Part 1. Background
10.1016/j.jpowsour.2004.02.031 · 2004 · External reference
Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs: Part 2. Modeling and identification
10.1016/j.jpowsour.2004.02.032 · 2004 · External reference
Short circuit detection in lithium-ion battery packs
10.1016/j.apenergy.2024.125087 · 2025 · External reference
Internal short circuit diagnosis of lithium-ion battery packs considering incomplete charging under cell inconsistencies
10.1016/j.apenergy.2025.126797 · 2025 · External reference
Modeling lithium ion battery nail penetration tests and quantitative evaluation of the degree of combustion risk
10.1016/j.jpowsour.2019.01.055 · 2019 · External reference
Review of sensor fault diagnosis and fault-tolerant control techniques of lithium-ion batteries for electric vehicles
2024 · External reference
Feature engineering-driven multi-scale voltage anomaly detection for Lithium-ion batteries in real-world electric vehicles
10.1016/j.apenergy.2024.124634 · 2025 · External reference
Advances in Early Warning of Thermal Runaway in Lithium-Ion Battery Energy Storage Systems
10.1002/adsr.202400165 · ExternalCitation · doi-reference
Enhancing battery durable operation: Multi-fault diagnosis and safety evaluation in series-connected lithium-ion battery systems
10.1016/j.apenergy.2024.124632 · ExternalCitation · doi-reference
Feature engineering-driven multi-scale voltage anomaly detection for Lithium-ion batteries in real-world electric vehicles
10.1016/j.apenergy.2024.124634 · ExternalCitation · doi-reference
Short circuit detection in lithium-ion battery packs
10.1016/j.apenergy.2024.125087 · ExternalCitation · doi-reference
Internal short circuit diagnosis of lithium-ion battery packs considering incomplete charging under cell inconsistencies
10.1016/j.apenergy.2025.126797 · ExternalCitation · doi-reference
Thermal runaway monitoring and early warning for lithium-ion batteries based on the evolution law of internal temperature
10.1016/j.applthermaleng.2025.129444 · ExternalCitation · doi-reference
Online quantitative diagnosis of internal short circuit for lithium-ion batteries using incremental capacity method
10.1016/j.energy.2021.123082 · ExternalCitation · doi-reference
Multi-field interpretation of internal short circuit and thermal runaway behavior for lithium-ion batteries under mechanical abuse
10.1016/j.energy.2022.126027 · ExternalCitation · doi-reference
Cross-domain battery SOH and RUL estimation via Domain-Adaptive Transformer
10.1016/j.energy.2025.139288 · ExternalCitation · doi-reference
Vehicle-cloud-collaborated prognosis and health management for lithium-ion batteries: Framework, technics and perspective
10.1016/j.ensm.2024.103531 · ExternalCitation · doi-reference
Quantitative diagnosis of micro-short circuit for lithium-ion batteries considering aging based on incremental capacity curve
10.1016/j.est.2023.110240 · ExternalCitation · doi-reference
Multi-layer internal short-circuit mechanism and thermal runaway risk assessment of lithium-ion batteries using nail penetration simulation
10.1016/j.est.2024.112824 · ExternalCitation · doi-reference
Lithium-ion battery state-of-health estimation using intra-domain and cross-domain transfer learning: Mitigating domain shift based on Wasserstein distance
10.1016/j.est.2025.117601 · ExternalCitation · doi-reference
A comprehensive review of thermal runaway and thermal runaway propagation modelling approaches in lithium-ion batteries
10.1016/j.est.2025.118685 · ExternalCitation · doi-reference
Digital twin-based prediction of battery parameters from limited initial data using an optimised time-series multi-layer perceptron
10.1016/j.est.2025.120194 · ExternalCitation · doi-reference
Transfer learning for state-of-health prognostics of lithium-ion batteries: A survey
10.1016/j.est.2026.122169 · ExternalCitation · doi-reference
Advanced data-driven fault diagnosis in lithium-ion battery management systems for electric vehicles: Progress, challenges, and future perspectives
10.1016/j.etran.2024.100374 · ExternalCitation · doi-reference
Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs: Part 1. Background
10.1016/j.jpowsour.2004.02.031 · ExternalCitation · doi-reference
Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs: Part 2. Modeling and identification
10.1016/j.jpowsour.2004.02.032 · ExternalCitation · doi-reference
A comparative study of equivalent circuit models for Li-ion batteries
10.1016/j.jpowsour.2011.10.013 · ExternalCitation · doi-reference
Modeling lithium ion battery nail penetration tests and quantitative evaluation of the degree of combustion risk
10.1016/j.jpowsour.2019.01.055 · ExternalCitation · doi-reference
The battery failure databank: Insights from an open-access database of thermal runaway behaviors of Li-ion cells and a resource for benchmarking risks
10.1016/j.jpowsour.2024.234106 · ExternalCitation · doi-reference
Voltage fault diagnosis and prognostic of lithium-ion batteries in electric scooters based on hybrid neural network and multiple thresholds
10.1016/j.jpowsour.2024.235197 · ExternalCitation · doi-reference
Enhancing multi-type fault diagnosis in lithium-ion battery systems: Vision transformer-based transfer learning approach
10.1016/j.jpowsour.2024.235610 · ExternalCitation · doi-reference
Battery health features extraction and state of health estimation based on real-time online vehicle driving data
10.1016/j.jpowsour.2025.236784 · ExternalCitation · doi-reference
Thermal runaway of Li-ion batteries caused by hemispherical indentation under different temperatures
10.1016/j.jpowsour.2025.238055 · ExternalCitation · doi-reference
Internal short circuits in lithium-ion batteries; origins, detection, and experimental reproduction: A review
10.1016/j.jpowsour.2025.238265 · ExternalCitation · doi-reference
Applications of artificial intelligence and cell balancing techniques for battery management system (BMS) in electric vehicles: A comprehensive review
10.1016/j.psep.2024.09.105 · ExternalCitation · doi-reference
Photovoltaic power forecasting: Using wavelet threshold denoising combined with VMD
10.1016/j.renene.2025.123152 · ExternalCitation · doi-reference
Voltage faults diagnosis for lithium-ion batteries in electric vehicles using optimized graphical neural network
10.1038/s41598-025-13188-9 · ExternalCitation · doi-reference
Early warning of thermal runaway based on state of safety for lithium-ion batteries
10.1038/s44172-025-00442-1 · ExternalCitation · doi-reference
Physics-Informed Digital Twin Model for Lithium-Ion Batteries
10.1149/ma2025-023480mtgabs · ExternalCitation · doi-reference
10.3389/fbael.2026.1764210
10.3389/fbael.2026.1764210 · ExternalCitation · doi-reference
10.3390/batteries10110378
10.3390/batteries10110378 · ExternalCitation · doi-reference
10.3390/wevj17030149
10.3390/wevj17030149 · ExternalCitation · doi-reference
10.4271/2026-26-0382
10.4271/2026-26-0382 · ExternalCitation · doi-reference
Battery internal short circuit diagnosis based on vision transformer without real data
10.59717/j.xinn-energy.2024.100041 · ExternalCitation · doi-reference
