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Capacity estimation for lithium-ion batteries based on heterogeneous stacking model with feature fusion
11
Citations
34
References
2024
Year
Improved anti-noise adaptive long short-term memory neural network modeling for the robust remaining useful life prediction of lithium-ion batteries
Shunli Wang, Yongcun Fan, Siyu Jin, +2
Reliability Engineering & System Safety
Electric BatteryElectrical EngineeringEngineeringMachine LearningLi-ion Battery Materials +10
2022
474
State-of-Health Estimation Based on Differential Temperature for Lithium Ion Batteries
Jinpeng Tian, Rui Xiong, Weixiang Shen
IEEE Transactions on Power Electronics
EngineeringMeasurementHealth DegradationSystems EngineeringStatistics +14
2020
288
Improved singular filtering-Gaussian process regression-long short-term memory model for whole-life-cycle remaining capacity estimation of lithium-ion batteries adaptive to fast aging and multi-current variations
Shunli Wang, Fan Wu, Paul Takyi‐Aninakwa, +3
Energy
Electric BatteryElectrical EngineeringEngineeringEnergy ManagementLife Prediction +8
2023
254
SOH estimation method for lithium-ion batteries based on an improved equivalent circuit model via electrochemical impedance spectroscopy
Chaofan Li, Lin Yang, Qiang Li, +8
Journal of Energy Storage
Electric BatteryElectrical EngineeringEngineeringSoh Estimation MethodLithium-ion Batteries +6
168
Battery management strategies: An essential review for battery state of health monitoring techniques
Sunil Kumar Pradhan, Basab Chakraborty
Electric BatteryElectrical EngineeringContinuous MonitoringEngineeringEnergy Management +9
167
A data-driven method for extracting aging features to accurately predict the battery health
Rui Xiong, Yue Sun, Chenxu Wang, +4
Energy storage materials
EngineeringAgingLife PredictionDeterioration ModelingBattery Health +14
151
State-of-health estimation of lithium-ion batteries for electrified vehicles using a reduced-order electrochemical model
Seyedmehdi Hosseininasab, Changwei Lin, Stefan Pischinger, +2
Electric BatteryElectrical EngineeringEngineeringEnergy ManagementLithium-ion Battery +8
146
Co-estimation of state of charge and state of health for lithium-ion batteries based on fractional-order model with multi-innovations unscented Kalman filter method
Lili Ma, Yonghong Xu, Hongguang Zhang, +3
State EstimationNonlinear System IdentificationElectric BatteryEngineeringEnergy Management +6
141
SOH estimation for lithium-ion batteries: An improved GPR optimization method based on the developed feature extraction
Ye He, Wenyuan Bai, Lulu Wang, +2
Electric BatteryElectrical EngineeringEngineeringLi-ion Battery MaterialsSoh Estimation +5
106
A Hierarchical and Flexible Data-Driven Method for Online State-of-Health Estimation of Li-Ion Battery
Wei Liu, Yan Xu, Feng Xue
IEEE Transactions on Vehicular Technology
EngineeringMachine LearningLife PredictionVoltage VarianceData Science +20
88
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