skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Capacity estimation of lithium-ion cells by combining model-based and data-driven methods based on a sequential extended Kalman filter

Journal Article · · Energy

Sponsoring Organization:
USDOE
OSTI ID:
2279416
Journal Information:
Energy, Journal Name: Energy Vol. 216 Journal Issue: C; ISSN 0360-5442
Publisher:
ElsevierCopyright Statement
Country of Publication:
United Kingdom
Language:
English

References (44)

Degradation of lithium ion batteries employing graphite negatives and nickel–cobalt–manganese oxide + spinel manganese oxide positives: Part 1, aging mechanisms and life estimation journal December 2014
A novel capacity estimation method based on charging curve sections for lithium-ion batteries in electric vehicles journal October 2019
In situ monitoring of lithium-ion battery degradation using an electrochemical model journal September 2019
Lithium-ion battery state of charge estimation with model parameters adaptation using H extended Kalman filter journal December 2018
Fractional-Order Model-Based Incremental Capacity Analysis for Degradation State Recognition of Lithium-Ion Batteries journal February 2019
An online method for lithium-ion battery remaining useful life estimation using importance sampling and neural networks journal July 2016
Towards a smarter battery management system: A critical review on battery state of health monitoring methods journal November 2018
Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs journal August 2004
State-of-health estimation of LiFePO4/graphite batteries based on a model using differential capacity journal February 2016
Empirical Li-ion aging model derived from single particle model journal February 2019
A comparative study of commercial lithium ion battery cycle life in electrical vehicle: Aging mechanism identification journal April 2014
Joint estimation of lithium-ion battery state of charge and capacity within an adaptive variable multi-timescale framework considering current measurement offset journal November 2019
State-of-health monitoring of lithium-ion battery modules and packs via incremental capacity peak tracking journal October 2016
Online state-of-health estimation for lithium-ion batteries using constant-voltage charging current analysis journal February 2018
State of health estimation for Li-Ion battery using incremental capacity analysis and Gaussian process regression journal January 2020
Lithium-ion battery state-of-health estimation in electric vehicle using optimized partial charging voltage profiles journal October 2019
Using probability density function to evaluate the state of health of lithium-ion batteries journal June 2013
A coulombic efficiency-based model for prognostics and health estimation of lithium-ion batteries journal March 2019
State of health estimation of lithium-ion batteries based on the constant voltage charging curve journal January 2019
State of health estimation algorithm of LiFePO4 battery packs based on differential voltage curves for battery management system application journal May 2016
A comparative study of different equivalent circuit models for estimating state-of-charge of lithium-ion batteries journal January 2018
Observability Analysis and State Estimation of Lithium-Ion Batteries in the Presence of Sensor Biases journal January 2017
A model for state-of-health estimation of lithium ion batteries based on charging profiles journal June 2019
Estimating battery lifetimes in Solar Home System design using a practical modelling methodology journal October 2018
A comprehensive review on hybrid power system for PEMFC-HEV: Issues and strategies journal September 2018
Novel battery state-of-health online estimation method using multiple health indicators and an extreme learning machine journal October 2018
Electrical behavior of overdischarge-induced internal short circuit in lithium-ion cells journal July 2018
State-of-health estimation for Li-ion batteries by combing the incremental capacity analysis method with grey relational analysis journal January 2019
Parameter sensitivity analysis and simplification of equivalent circuit model for the state of charge of lithium-ion batteries journal January 2020
A comparative study of global optimization methods for parameter identification of different equivalent circuit models for Li-ion batteries journal February 2019
Critical review of state of health estimation methods of Li-ion batteries for real applications journal April 2016
Capacity estimation algorithm with a second-order differential voltage curve for Li-ion batteries with NMC cathodes journal September 2017
A comparative study of commercial lithium ion battery cycle life in electric vehicle: Capacity loss estimation journal December 2014
Determination of lithium-ion battery state-of-health based on constant-voltage charge phase journal July 2014
Realistic lifetime prediction approach for Li-ion batteries journal January 2016
A hybrid state-of-charge estimation method based on credible increment for electric vehicle applications with large sensor and model errors journal February 2020
State-of-health estimation for the lithium-ion battery based on support vector regression journal October 2018
A data-driven remaining capacity estimation approach for lithium-ion batteries based on charging health feature extraction journal February 2019
A hybrid model based on support vector regression and differential evolution for remaining useful lifetime prediction of lithium-ion batteries journal October 2018
Feature parameter extraction and intelligent estimation of the State-of-Health of lithium-ion batteries journal June 2019
A review on the key issues of the lithium ion battery degradation among the whole life cycle journal August 2019
A novel capacity estimation method for lithium-ion batteries using fusion estimation of charging curve sections and discrete Arrhenius aging model journal October 2019
Data-driven health estimation and lifetime prediction of lithium-ion batteries: A review journal October 2019
Combined State of Charge and State of Health estimation over lithium-ion battery cell cycle lifespan for electric vehicles journal January 2015