Li-ion battery prognostic and health management through an indirect hybrid model

Future smart battery and management: Advanced sensing from external to embedded multi-dimensional measurement

(2021) Zhongbao Wei et al.   JOURNAL OF POWER SOURCES

State-of-health estimation of lithium-ion battery based on fractional impedance model and interval capacity

(2020) Qingxia Yang et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Li‐ion battery state of health estimation through Gaussian process regression with Thevenin model

(2020) Zhiqiang Lyu et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Aging modes analysis and physical parameter identification based on a simplified electrochemical model for lithium-ion batteries

(2020) Junfu Li et al.   Journal of Energy Storage

Battery state-of-health estimation based on a metabolic extreme learning machine combining degradation state model and error compensation

(2020) Lin Chen et al.   ENERGY

A partial charging curve-based data-fusion-model method for capacity estimation of Li-Ion battery

(2020) Zhiqiang Lyu et al.   JOURNAL OF POWER SOURCES

Prediction of remaining useful life for a composite electrode lithium ion battery cell using an electrochemical model to estimate the state of health

(2020) Kaveh Khodadadi Sadabadi et al.   JOURNAL OF POWER SOURCES

A Data-Driven Predictive Prognostic Model for Lithium-Ion Batteries based on a Deep Learning Algorithm

(2019) Phattara Khumprom et al.   Energies

The defect of the Grey Wolf optimization algorithm and its verification method

(2019) Peifeng Niu et al.   KNOWLEDGE-BASED SYSTEMS

Remaining useful life prediction of lithium‐ion battery based on an improved particle filter algorithm

(2019) Guo Xie et al.   CANADIAN JOURNAL OF CHEMICAL ENGINEERING

State of health estimation for Li-Ion battery using incremental capacity analysis and Gaussian process regression

(2019) Xiaoyu Li et al.   ENERGY

Remaining Useful Life Prediction of Battery Using a Novel Indicator and Framework With Fractional Grey Model and Unscented Particle Filter

(2019) Lin Chen et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Novel battery state-of-health online estimation method using multiple health indicators and an extreme learning machine

(2018) Haihong Pan et al.   ENERGY

Fractional order model based incremental capacity analysis for degradation state recognition of lithium-ion batteries

(2018) Jinpeng Tian et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Lithium-ion battery remaining useful life prediction with Box-Cox transformation and Monte Carlo simulation

(2018) Yongzhi Zhang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Remaining Useful Life Prediction and State of Health Diagnosis for Lithium-Ion Batteries Using Particle Filter and Support Vector Regression

(2018) Jingwen Wei et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

On-line life cycle health assessment for lithium-ion battery in electric vehicles

(2018) Datong Liu et al.   JOURNAL OF CLEANER PRODUCTION

A novel Gaussian process regression model for state-of-health estimation of lithium-ion battery using charging curve

(2018) Duo Yang et al.   JOURNAL OF POWER SOURCES

A new state-of-health estimation method for lithium-ion batteries through the intrinsic relationship between ohmic internal resistance and capacity

(2018) Lin Chen et al.   MEASUREMENT

Design and Implementation of SOC Prediction for a Li-Ion Battery Pack in an Electric Car with an Embedded System

(2017) Emel Soylu et al.   Entropy

Remaining useful life prediction of lithium-ion battery using an improved UPF method based on MCMC

(2017) Xin Zhang et al.   MICROELECTRONICS RELIABILITY

Real-time state-of-health estimation for electric vehicle batteries: A data-driven approach

(2016) Gae-won You et al.   APPLIED ENERGY

Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Spherical Cubature Particle Filter

(2016) Dong Wang et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Lithium-ion batteries remaining useful life prediction based on a mixture of empirical mode decomposition and ARIMA model

(2016) Yapeng Zhou et al.   MICROELECTRONICS RELIABILITY

Prognostics of lithium-ion batteries based on different dimensional state equations in the particle filtering method

(2016) Xiaohong Su et al.   TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

An ensemble model for predicting the remaining useful performance of lithium-ion batteries

(2013) Yinjiao Xing et al.   MICROELECTRONICS RELIABILITY

Prognostics of lithium-ion batteries based on Dempster–Shafer theory and the Bayesian Monte Carlo method

(2011) Wei He et al.   JOURNAL OF POWER SOURCES