Prediction of remaining useful life for lithium-ion battery with multiple health indicators

Multiphysical modeling for life analysis of lithium-ion battery pack in electric vehicles

(2020) Quan Xia et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Modified convolutional neural network with global average pooling for intelligent fault diagnosis of industrial gearbox

(2019) Yaxin Li et al.   Eksploatacja i Niezawodnosc-Maintenance and Reliability

Novel Approach for Lithium-Ion Battery On-Line Remaining Useful Life Prediction Based on Permutation Entropy

(2018) Luping Chen et al.   Energies

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

A reliability design method for a lithium-ion battery pack considering the thermal disequilibrium in electric vehicles

(2018) Quan Xia et al.   JOURNAL OF POWER SOURCES

Early prediction of remaining discharge time for lithium-ion batteries considering parameter correlation between discharge stages

(2018) Jinsong Yu et al.   Eksploatacja i Niezawodnosc-Maintenance and Reliability

Health index extracting methodology for degradation modelling and prognosis of mechanical transmissions

(2018) Shufa Yan et al.   Eksploatacja i Niezawodnosc-Maintenance and Reliability

A lead-acid battery's remaining useful life prediction by using electrochemical model in the Particle Filtering framework

(2017) Chao Lyu et al.   ENERGY

Adaptive prognosis of lithium-ion batteries based on the combination of particle filters and radial basis function neural networks

(2017) Claudio Sbarufatti et al.   JOURNAL OF POWER SOURCES

Data-driven hybrid remaining useful life estimation approach for spacecraft lithium-ion battery

(2017) Yuchen Song et al.   MICROELECTRONICS RELIABILITY

Capacity Prognostics of Lithium-Ion Batteries using EMD Denoising and Multiple Kernel RVM

(2017) Chaolong Zhang et al.   IEEE Access

An online method for lithium-ion battery remaining useful life estimation using importance sampling and neural networks

(2016) Ji Wu et al.   APPLIED ENERGY

Nonlinear autoregressive neural network in an energy management strategy for battery/ultra-capacitor hybrid electrical vehicles

(2016) Mona Ibrahim et al.   ELECTRIC POWER SYSTEMS RESEARCH

Remaining useful lifetime prediction based on the damage-marker bivariate degradation model: A case study on lithium-ion batteries used in electric vehicles

(2016) Jing Feng et al.   ENGINEERING FAILURE ANALYSIS

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

A novel multistage Support Vector Machine based approach for Li ion battery remaining useful life estimation

(2015) Meru A. Patil et al.   APPLIED ENERGY

Model Parametrization and Adaptation Based on the Invariance of Support Vectors With Applications to Battery State-of-Health Monitoring

(2015) Caihao Weng et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

An integrated unscented kalman filter and relevance vector regression approach for lithium-ion battery remaining useful life and short-term capacity prediction

(2015) Xiujuan Zheng et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Enhanced sample entropy-based health management of Li-ion battery for electrified vehicles

(2013) Xiaosong Hu et al.   ENERGY

Model based identification of aging parameters in lithium ion batteries

(2013) Githin K. Prasad et al.   JOURNAL OF POWER SOURCES

On-board state of health monitoring of lithium-ion batteries using incremental capacity analysis with support vector regression

(2013) Caihao Weng et al.   JOURNAL OF POWER SOURCES

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

(2013) Yinjiao Xing et al.   MICROELECTRONICS RELIABILITY

An improved autoregressive model by particle swarm optimization for prognostics of lithium-ion batteries

(2013) Bing Long et al.   MICROELECTRONICS RELIABILITY

Lithium-ion battery remaining useful life estimation based on fusion nonlinear degradation AR model and RPF algorithm

(2013) Datong Liu et al.   NEURAL COMPUTING & APPLICATIONS

Experimental investigation of the lithium-ion battery impedance characteristic at various conditions and aging states and its influence on the application

(2012) Wladislaw Waag et al.   APPLIED ENERGY

Intelligent prognostics for battery health monitoring based on sample entropy

(2011) Achmad Widodo et al.   EXPERT SYSTEMS WITH APPLICATIONS

Complementary Cooperation Algorithm Based on DEKF Combined With Pattern Recognition for SOC/Capacity Estimation and SOH Prediction

(2011) Jonghoon Kim et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

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

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

A Technique for Estimating the State of Health of Lithium Batteries Through a Dual-Sliding-Mode Observer

(2009) IL-Song Kim   IEEE TRANSACTIONS ON POWER ELECTRONICS

Comparison of prognostic algorithms for estimating remaining useful life of batteries

(2009) Bhaskar Saha et al.   TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL