SOC estimation for lithium-ion battery using the LSTM-RNN with extended input and constrained output

Junxiong Chen, Yu Zhang, Ji Wu, +2

Energy

Electrical EngineeringEngineeringLithium-ion BatteryBattery ConfigurationComputer Engineering +4

A state of charge estimation method for lithium-ion batteries based on fractional order adaptive extended kalman filter

Qiao Zhu, Mengen Xu, Weiqun Liu, +1

Energy

State EstimationNonlinear System IdentificationAdaptive FilterFractional Order AdaptiveEngineering +6

State of charge estimation of lithium-ion battery using denoising autoencoder and gated recurrent unit recurrent neural network

Junxiong Chen, Feng Xiong, Lin Jiang, +1

Energy

Electric BatteryElectrical EngineeringEngineeringMachine LearningLi-ion Battery Materials +5

State of charge estimation for lithium-ion batteries using gated recurrent unit recurrent neural network and adaptive Kalman filter

Junxiong Chen, Yu Zhang, Wenjiang Li, +2

Journal of Energy Storage

State EstimationElectric BatteryElectrical EngineeringEngineeringEnergy Management +9

State-of-charge estimation of lithium-ion battery based on clockwork recurrent neural network

Feng Xiong, Junxiong Chen, Zhongwei Zhang, +2

Energy

Electric BatteryElectrical EngineeringRecurrent Neural NetworkEngineeringMachine Learning +8

Iterative learning control design for linear discrete-time systems with multiple high-order internal models

Qiao Zhu, Jian‐Xin Xu, Deqing Huang, +1

Automatica

Control MethodEngineeringModel-based Control TechniqueMathematical Control TheoryProcess Control +5

$H_{\infty }$-Based Nonlinear Observer Design for State of Charge Estimation of Lithium-Ion Battery With Polynomial Parameters

Qiao Zhu, Liang Li, Neng Xiong, +1

IEEE Transactions on Vehicular Technology

Electric BatteryNonlinear System IdentificationElectrical EngineeringObserver Design CriterionEngineering +10

State of charge estimation of Lithium-ion battery using an improved fractional-order extended Kalman filter

Oluwole Olalekan Solomon, Wei Zheng, Junxiong Chen, +1

Journal of Energy Storage

State EstimationNonlinear System IdentificationElectric BatteryEngineeringLi-ion Battery Materials +6

State of Charge Estimation for Lithium-Ion Battery Based on Nonlinear Observer: An H∞ Method

Qiao Zhu, Neng Xiong, Mingliang Yang, +2

Energies

State EstimationNonlinear System IdentificationElectrical EngineeringObserver Design CriterionEngineering +8

A State of Charge Estimation Method Based on $H_\infty$ Observer for Switched Systems of Lithium-Ion Nickel–Manganese–Cobalt Batteries

Congzhi Liu, Qiao Zhu, Liang Li, +4

IEEE Transactions on Industrial Electronics

Observer Design CriterionEngineeringControl SystemsState EstimationSwitched Battery Model +16