An improved feedforward-long short-term memory modeling method for the whole-life-cycle state of charge prediction of lithium-ion batteries considering current-voltage-temperature variation

Recurrent Neural Network-Based Adaptive Energy Management Control Strategy of Plug-In Hybrid Electric Vehicles Considering Battery Aging

(2020) Lu Han et al.   Energies

Parameters Identification of Lithium-ion Battery Based on the Improved Forgetting Factor Recursive Least Squares Algorithm

(2020) Biying Ren et al.   IET Power Electronics

Online reduced complexity parameter estimation technique for equivalent circuit model of lithium-ion battery

(2020) Komal Saleem et al.   ELECTRIC POWER SYSTEMS RESEARCH

Model Migration Neural Network for Predicting Battery Aging Trajectories

(2020) Xiaopeng Tang et al.   IEEE Transactions on Transportation Electrification

State of charge estimation for lithium-ion battery based on an Intelligent Adaptive Extended Kalman Filter with improved noise estimator

(2020) Daoming Sun et al.   ENERGY

Rechargeable Batteries for Simultaneous Demand Peak Shaving and Price Arbitrage Business

(2020) Simon F. Schneider et al.   IEEE Transactions on Sustainable Energy

A state-of-charge estimation method of the power lithium-ion battery in complex conditions based on adaptive square root extended Kalman filter

(2020) Cong Jiang et al.   ENERGY

A review on various temperature-indication methods for Li-ion batteries

(2019) L.H.J. Raijmakers et al.   APPLIED ENERGY

Battery aging assessment and parametric study of lithium-ion batteries by means of a fractional differential model

(2019) Lysander De Sutter et al.   ELECTROCHIMICA ACTA

Investigation on thermal management performance of wedge‐shaped microchannels for rectangular Li‐ion batteries

(2019) Zhonghao Rao et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Electrochemical-thermal modeling of lithium plating/stripping of Li(Ni0.6Mn0.2Co0.2)O2/Carbon lithium-ion batteries at subzero ambient temperatures

(2019) Xinchen Zhao et al.   JOURNAL OF POWER SOURCES

An improved electro-thermal battery model complemented by current dependent parameters for vehicular low temperature application

(2019) Jiangong Zhu et al.   APPLIED ENERGY

Online State-of-Health Estimation for Li-Ion Battery Using Partial Charging Segment Based on Support Vector Machine

(2019) Xuning Feng et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Comparative life cycle assessment of lithium-ion batteries for electric vehicles addressing capacity fade

(2019) Pedro Marques et al.   JOURNAL OF CLEANER PRODUCTION

Capacity Fade in Lithium-Ion Batteries and Cyclic Aging over Various State-of-Charge Ranges

(2019) Sophia Gantenbein et al.   Sustainability

Li-ion Battery Modeling and State of Charge Estimation Method Including the Hysteresis Effect

(2019) Antonucci et al.   Electronics

The performance management of a Li-ion battery by using tree-like mini-channel heat sinks: Experimental and numerical optimization

(2019) Huan-ling Liu et al.   ENERGY

Active Adaptive Battery Aging Management for Electric Vehicles

(2019) Matteo Corno et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Aging model development based on multidisciplinary parameters for lithium‐ion batteries

(2019) Akhil Garg et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Deep Gaussian process regression for lithium-ion battery health prognosis and degradation mode diagnosis

(2019) Piyush Tagade et al.   JOURNAL OF POWER SOURCES

Modified Gaussian Process Regression Models for Cyclic Capacity Prediction of Lithium-Ion Batteries

(2019) Kailong Liu et al.   IEEE Transactions on Transportation Electrification

Health-Aware Multiobjective Optimal Charging Strategy With Coupled Electrochemical-Thermal-Aging Model for Lithium-Ion Battery

(2019) Yizhao Gao et al.   IEEE Transactions on Industrial Informatics

Gaussian Process Regression With Automatic Relevance Determination Kernel for Calendar Aging Prediction of Lithium-Ion Batteries

(2019) Kailong Liu et al.   IEEE Transactions on Industrial Informatics

Data-Driven Battery Health Prognosis Using Adaptive Brownian Motion Model

(2019) Guangzhong Dong et al.   IEEE Transactions on Industrial Informatics

An electrochemical model based degradation state identification method of Lithium-ion battery for all-climate electric vehicles application

(2018) Rui Xiong et al.   APPLIED ENERGY

A Practical Lithium-Ion Battery Model for State of Energy and Voltage Responses Prediction Incorporating Temperature and Ageing Effects

(2018) Kaiyuan Li et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

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

Open circuit voltage and state of charge relationship functional optimization for the working state monitoring of the aerial lithium-ion battery pack

(2018) Shun-Li Wang et al.   JOURNAL OF CLEANER PRODUCTION

A novel safety anticipation estimation method for the aerial lithium-ion battery pack based on the real-time detection and filtering

(2018) Shunli Wang et al.   JOURNAL OF CLEANER PRODUCTION

A novel framework for Lithium-ion battery modeling considering uncertainties of temperature and aging

(2018) Xiaopeng Tang et al.   ENERGY CONVERSION AND MANAGEMENT

Reduction of Li-ion Battery Qualification Time Based on Prognostics and Health Management

(2018) Jinwoo Lee et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

State of Charge-Dependent Polynomial Equivalent Circuit Modeling for Electrochemical Impedance Spectroscopy of Lithium-ion Batteries

(2017) Qian-Kun Wang et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS