SOH Estimation of Lithium-Ion Battery Pack Based on Integrated State Information from Cells

Dependency analysis and degradation process-dependent modeling of lithium-ion battery packs

(2019) Xiaohong Wang et al.   JOURNAL OF POWER SOURCES

Prognostic health condition for lithium battery using the partial incremental capacity and Gaussian process regression

(2019) Xiaoyu Li et al.   JOURNAL OF POWER SOURCES

A novel method for lithium-ion battery state of energy and state of power estimation based on multi-time-scale filter

(2018) Xu Zhang et al.   APPLIED ENERGY

Successive-approximation algorithm for estimating capacity of Li-ion batteries

(2018) Taedong Goh et al.   ENERGY

Copula based multivariate semi-Markov models with applications in high-frequency finance

(2018) Guglielmo D’Amico et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

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

A Double-Scale, Particle-Filtering, Energy State Prediction Algorithm for Lithium-Ion Batteries

(2018) Rui Xiong et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Long short-term memory recurrent neural network for remaining useful life prediction of lithium-ion batteries

(2018) Yongzhi Zhang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Wear rate–state interactions within a multi-component system: a study of a gearbox-accelerated life testing platform

(2018) Roy Assaf et al.   Proceedings of the Institution of Mechanical Engineers Part O-Journal of Risk and Reliability

Design and implementation of a battery management system with active charge balance based on the SOC and SOH online estimation

(2018) Hongbin Ren et al.   ENERGY

A neural network filtering approach for similarity-based remaining useful life estimation

(2018) Oguz Bektas et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Modeling cyber-physical attacks based on stochastic game and Markov processes

(2018) K.C. Lalropuia et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Reliability assessment of wind turbine bearing based on the degradation-Hidden-Markov model

(2018) Jianlan Li et al.   RENEWABLE ENERGY

Reinforcement learning for demand response: A review of algorithms and modeling techniques

(2018) José R. Vázquez-Canteli et al.   APPLIED ENERGY

Detection and Classification of Continuous Volcano-Seismic Signals With Recurrent Neural Networks

(2018) Manuel Titos et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Electrochemical modelling of Li-ion battery pack with constant voltage cycling

(2017) T.R. Ashwin et al.   JOURNAL OF POWER SOURCES

A new prediction model of battery and wind-solar output in hybrid power system

(2017) Farzaneh Mirzapour et al.   Journal of Ambient Intelligence and Humanized Computing

Deep learning

(2015) Yann LeCun et al.   NATURE

Coupled thermal–electrochemical modelling of uneven heat generation in lithium-ion battery packs

(2013) Billy Wu et al.   JOURNAL OF POWER SOURCES

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

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

A review on prognostics and health monitoring of Li-ion battery

(2011) Jingliang Zhang et al.   JOURNAL OF POWER SOURCES