State of charge estimation of lithium-ion batteries based on cubature Kalman filters with different matrix decomposition strategies

State-of-charge estimation tolerant of battery aging based on a physics-based model and an adaptive cubature Kalman filter

(2021) Xiaoyu Li et al.   ENERGY

State-of-charge estimation of LiFePO4 batteries in electric vehicles: A deep-learning enabled approach

(2021) Jinpeng Tian et al.   APPLIED ENERGY

Synthetic state of charge estimation for lithium-ion batteries based on long short-term memory network modeling and adaptive H-Infinity filter

(2021) Zheng Chen et al.   ENERGY

Review on building energy model calibration by Bayesian inference

(2021) D. Hou et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Modeling and comparative analysis of a lithium‐ion hybrid capacitor under different temperature conditions

(2020) Xiaoyu Li et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

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

Co-estimation of lithium-ion battery state of charge and state of temperature based on a hybrid electrochemical-thermal-neural-network model

(2020) Fei Feng et al.   JOURNAL OF POWER SOURCES

Data-driven state of charge estimation for lithium-ion battery packs based on Gaussian process regression

(2020) Zhongwei Deng et al.   ENERGY

Integrated navigation of GPS/INS based on fusion of recursive maximum likelihood IMM and Square-root Cubature Kalman filter

(2020) Rui Song et al.   ISA TRANSACTIONS

Online joint-prediction of multi-forward-step battery SOC using LSTM neural networks and multiple linear regression for real-world electric vehicles

(2020) Jichao Hong et al.   Journal of Energy Storage

State of charge estimation for lithium-ion battery based on an Intelligent Adaptive Extended Kalman Filter with improved noise estimator

(2020) Daoming Sun et al.   ENERGY

Constrained Ensemble Kalman Filter for Distributed Electrochemical State Estimation of Lithium-Ion Batteries

(2020) Yang Li et al.   IEEE Transactions on Industrial Informatics

An improved adaptive unscented kalman filtering for state of charge online estimation of lithium-ion battery

(2020) Shuzhi Zhang et al.   Journal of Energy Storage

State of charge estimation by multi-innovation unscented Kalman filter for vehicular applications

(2020) Hicham Ben Sassi et al.   Journal of Energy Storage

Feature parameter extraction and intelligent estimation of the State-of-Health of lithium-ion batteries

(2019) Yuanwang Deng et al.   ENERGY

Estimation for state-of-charge of lithium-ion battery based on an adaptive high-degree cubature Kalman filter

(2019) Jinqing Linghu et al.   ENERGY

Propagation mechanisms and diagnosis of parameter inconsistency within Li-Ion battery packs

(2019) Fei Feng et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Performance analysis and modeling of three energy storage devices for electric vehicle applications over a wide temperature range

(2019) Yong Tian et al.   ELECTROCHIMICA ACTA

An adaptive sigma-point Kalman filter with state equality constraints for online state-of-charge estimation of a Li(NiMnCo)O2/Carbon battery using a reduced-order electrochemical model

(2019) Yalan Bi et al.   APPLIED ENERGY

A novel model-based state of charge estimation for lithium-ion battery using adaptive robust iterative cubature Kalman filter

(2019) Zheng Liu et al.   ELECTRIC POWER SYSTEMS RESEARCH

A parameter estimation method for a simplified electrochemical model for Li-ion batteries

(2018) Junfu Li et al.   ELECTROCHIMICA ACTA

An Online State of Charge Estimation Algorithm for Lithium-Ion Batteries Using an Improved Adaptive Cubature Kalman Filter

(2018) et al.   Energies

A New Method for State of Charge Estimation of Lithium-Ion Batteries Using Square Root Cubature Kalman Filter

(2018) Xiangyu Cui et al.   Energies

Adaptive sliding mode observers for lithium-ion battery state estimation based on parameters identified online

(2018) Bo Ning et al.   ENERGY

A Novel Fractional Order Model for State of Charge Estimation in Lithium Ion Batteries

(2018) Rui Xiong et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Performance analysis of improved iterated cubature Kalman filter and its application to GNSS/INS

(2017) Bingbo Cui et al.   ISA TRANSACTIONS

A novel multi-model probability battery state of charge estimation approach for electric vehicles using H-infinity algorithm

(2016) Cheng Lin et al.   APPLIED ENERGY

Generalized adaptive weighted recursive least squares dictionary learning

(2016) Yashar Naderahmadian et al.   SIGNAL PROCESSING

State of Charge Estimation of Lithium-Ion Batteries Using an Adaptive Cubature Kalman Filter

(2015) Bizhong Xia et al.   Energies

Generalized Iterated Kalman Filter and its Performance Evaluation

(2015) Xiaoqing Hu et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

A new neural network model for the state-of-charge estimation in the battery degradation process

(2014) LiuWang Kang et al.   APPLIED ENERGY

A modified model based state of charge estimation of power lithium-ion batteries using unscented Kalman filter

(2014) Yong Tian et al.   JOURNAL OF POWER SOURCES

Battery Management System: An Overview of Its Application in the Smart Grid and Electric Vehicles

(2013) Habiballah Rahimi-Eichi et al.   IEEE Industrial Electronics Magazine

High-degree cubature Kalman filter

(2012) Bin Jia et al.   AUTOMATICA

A comparative study of equivalent circuit models for Li-ion batteries

(2011) Xiaosong Hu et al.   JOURNAL OF POWER SOURCES

Cubature Kalman Filters

(2009) I. Arasaratnam et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL