Adaptive Ensemble-Based Electrochemical–Thermal Degradation State Estimation of Lithium-Ion Batteries

Joint estimation of battery state-of-charge and state-of-health based on a simplified pseudo-two-dimensional model

(2020) Boyang Liu et al.   ELECTROCHIMICA ACTA

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

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

Model-Based Estimation of Lithium Concentrations and Temperature in Batteries Using Soft-Constrained Dual Unscented Kalman Filtering

(2020) Stefano Marelli et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

A Data-Driven Approach With Uncertainty Quantification for Predicting Future Capacities and Remaining Useful Life of Lithium-ion Battery

(2020) Kailong Liu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A physics-based distributed-parameter equivalent circuit model for lithium-ion batteries

(2019) Yang Li et al.   ELECTROCHIMICA ACTA

Development of a degradation-conscious physics-based lithium-ion battery model for use in power system planning studies

(2019) Yang Li et al.   APPLIED ENERGY

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

Health-Aware Multiobjective Optimal Charging Strategy With Coupled Electrochemical-Thermal-Aging Model for Lithium-Ion Battery

(2019) Yizhao Gao et al.   IEEE Transactions on Industrial Informatics

State estimation of lithium-ion cells using a physicochemical model based extended Kalman filter

(2018) J. Sturm et al.   APPLIED ENERGY

Electrochemical Estimation and Control for Lithium-Ion Battery Health-Aware Fast Charging

(2018) Changfu Zou et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Condition Monitoring in Advanced Battery Management Systems: Moving Horizon Estimation Using a Reduced Electrochemical Model

(2018) Xiaosong Hu et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Understanding the trilemma of fast charging, energy density and cycle life of lithium-ion batteries

(2018) Xiao-Guang Yang et al.   JOURNAL OF POWER SOURCES

A Simplified Model-Based State-of-Charge Estimation Approach for Lithium-Ion Battery With Dynamic Linear Model

(2018) Jinhao Meng et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Battery State Estimation for a Single Particle Model With Electrolyte Dynamics

(2017) Scott J. Moura et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Physically-based reduced-order capacity loss model for graphite anodes in Li-ion battery cells

(2017) Xing Jin et al.   JOURNAL OF POWER SOURCES

State-of-charge estimation in lithium-ion batteries: A particle filter approach

(2016) Aditya Tulsyan et al.   JOURNAL OF POWER SOURCES

Parameter Identification of Lithium-Ion Batteries Model to Predict Discharge Behaviors Using Heuristic Algorithm

(2016) Jun Li et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

A Unification of Ensemble Square Root Kalman Filters

(2012) Lars Nerger et al.   MONTHLY WEATHER REVIEW

Algorithms for Advanced Battery-Management Systems

(2010)   IEEE CONTROL SYSTEMS MAGAZINE

Lithium-Ion Battery State of Charge and Critical Surface Charge Estimation Using an Electrochemical Model-Based Extended Kalman Filter

(2010) Domenico Di Domenico et al.   JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME

INS/GPS Tightly-coupled Integration using Adaptive Unscented Particle Filter

(2010) Junchuan Zhou et al.   JOURNAL OF NAVIGATION

Single-Particle Model for a Lithium-Ion Cell: Thermal Behavior

(2010) Meng Guo et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

The ensemble Kalman filter for combined state and parameter estimation

(2009)   IEEE CONTROL SYSTEMS MAGAZINE