An online dual filters RUL prediction method of lithium-ion battery based on unscented particle filter and least squares support vector machine

Remaining useful life prediction of aircraft lithium-ion batteries based on F-distribution particle filter and kernel smoothing algorithm

(2020) Kai ZHANG et al.   Chinese Journal of Aeronautics

Clusterwise support vector linear regression

(2020) Kaisa Joki et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Chaotic time series prediction using phase space reconstruction based conceptor network

(2020) Anguo Zhang et al.   Cognitive Neurodynamics

Remaining useful life prediction for Lithium-ion batteries using fractional Brownian motion and Fruit-fly Optimization Algorithm

(2020) Haiyang Wang et al.   MEASUREMENT

A hybrid prognostic strategy with unscented particle filter and optimized multiple kernel relevance vector machine for lithium-ion battery

(2020) Xiaofei Sun et al.   MEASUREMENT

A generalized cauchy method for remaining useful life prediction of wind turbine gearboxes

(2020) He Liu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A recurrent neural network approach for remaining useful life prediction utilizing a novel trend features construction method

(2019) Sen Zhao et al.   MEASUREMENT

Distribution System Services Provided by Electric Vehicles: Recent Status, Challenges, and Future Prospects

(2019) Nataly Banol Arias et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Remaining useful life prediction of lithium‐ion battery based on extended Kalman particle filter

(2019) Bin Duan et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Selective health indicator for bearings ensemble remaining useful life prediction with genetic algorithm and Weibull proportional hazards model

(2019) Guangqi Qiu et al.   MEASUREMENT

An Enhanced Deep Learning-Based Fusion Prognostic Method for RUL Prediction

(2019) Cheng-Geng Huang et al.   IEEE TRANSACTIONS ON RELIABILITY

Satellite lithium-ion battery remaining useful life estimation with an iterative updated RVM fused with the KF algorithm

(2018) Yuchen SONG et al.   Chinese Journal of Aeronautics

Remaining Useful Life Prediction of Lithium-Ion Battery Based on Gauss-Hermite Particle Filter

(2018) Yan Ma et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Remaining useful life prediction for lithium-ion batteries based on an integrated health indicator

(2018) Yongquan Sun et al.   MICROELECTRONICS RELIABILITY

Validation and verification of a hybrid method for remaining useful life prediction of lithium-ion batteries

(2018) YongZhi Zhang et al.   JOURNAL OF CLEANER PRODUCTION

Influence of Measurement and Prediction Uncertainties on Range Estimation for Electric Vehicles

(2017) Stefan Sautermeister et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Energy efficiency: a critically important but neglected factor in battery research

(2017) Ali Eftekhari   Sustainable Energy & Fuels

Electric vehicle state of charge estimation: Nonlinear correlation and fuzzy support vector machine

(2015) Hanmin Sheng et al.   JOURNAL OF POWER SOURCES

A robust weighted least squares support vector regression based on least trimmed squares

(2015) Chuanfa Chen et al.   NEUROCOMPUTING

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

Review of Hybrid Prognostics Approaches for Remaining Useful Life Prediction of Engineered Systems, and an Application to Battery Life Prediction

(2014) Linxia Liao et al.   IEEE TRANSACTIONS ON RELIABILITY

Lithium-ion battery state of health monitoring and remaining useful life prediction based on support vector regression-particle filter

(2014) Hancheng Dong et al.   JOURNAL OF POWER SOURCES

Modified unscented particle filter for nonlinear Bayesian tracking

(2014) Ronohui Zhan et al.   Journal of Systems Engineering and Electronics

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

Estimation of Battery State of Health Using Probabilistic Neural Network

(2012) Ho-Ta Lin et al.   IEEE Transactions on Industrial Informatics

A review on the key issues for lithium-ion battery management in electric vehicles

(2012) Languang Lu et al.   JOURNAL OF POWER SOURCES

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