Early Prognostics of Lithium-Ion Battery Pack Health

Battery health estimation with degradation pattern recognition and transfer learning

(2022) Zhongwei Deng et al.   JOURNAL OF POWER SOURCES

A review on state of health estimations and remaining useful life prognostics of lithium-ion batteries

(2021) Ming-Feng Ge et al.   MEASUREMENT

Predictive Battery Health Management With Transfer Learning and Online Model Correction

(2021) Yunhong Che et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Review on state-of-health of lithium-ion batteries: Characterizations, estimations and applications

(2021) Sijia Yang et al.   Journal of Cleaner Production

Sensitivity Analysis and Joint Estimation of Parameters and States for All-Solid-State Batteries

(2021) Zhongwei Deng et al.   IEEE Transactions on Transportation Electrification

State of health prognostics for series battery packs: A universal deep learning method

(2021) Yunhong Che et al.   ENERGY

State of health prediction of lithium-ion batteries based on machine learning: Advances and perspectives

(2021) Xing Shu et al.   iScience

Data-Driven Battery State of Health Estimation Based on Random Partial Charging Data

(2021) Zhongwei Deng et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Enabling high-fidelity electrochemical P2D modeling of lithium-ion batteries via fast and non-destructive parameter identification

(2021) Le Xu et al.   Energy Storage Materials

Health Prognosis for Electric Vehicle Battery Packs: A Data-Driven Approach

(2020) Xiaosong Hu et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Online capacity estimation of lithium-ion batteries with deep long short-term memory networks

(2020) Weihan Li et al.   JOURNAL OF POWER SOURCES

General Discharge Voltage Information Enabled Health Evaluation for Lithium-Ion Batteries

(2020) Zhongwei Deng et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Data-driven prediction of battery cycle life before capacity degradation

(2019) Kristen A. Severson et al.   Nature Energy

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

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

Data-driven health estimation and lifetime prediction of lithium-ion batteries: A review

(2019) Yi Li et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Co-Estimation of State of Charge and State of Health for Lithium-Ion Batteries based on Fractional-order Calculus

(2018)   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A review of state of health and remaining useful life estimation methods for lithium-ion battery in electric vehicles: Challenges and recommendations

(2018) M.S. Hossain Lipu et al.   JOURNAL OF CLEANER PRODUCTION

A comparative study of global optimization methods for parameter identification of different equivalent circuit models for Li-ion batteries

(2018) Xin Lai et al.   ELECTROCHIMICA ACTA

State-of-health monitoring of lithium-ion battery modules and packs via incremental capacity peak tracking

(2016) Caihao Weng et al.   APPLIED ENERGY

Review of simplified Pseudo-two-Dimensional models of lithium-ion batteries

(2016) Ali Jokar et al.   JOURNAL OF POWER SOURCES

A novel health indicator for on-line lithium-ion batteries remaining useful life prediction

(2016) Yapeng Zhou et al.   JOURNAL OF POWER SOURCES

Performance analysis and SOH (state of health) evaluation of lithium polymer batteries through electrochemical impedance spectroscopy

(2015) Matteo Galeotti et al.   ENERGY

A support vector machine-based state-of-health estimation method for lithium-ion batteries under electric vehicle operation

(2014) Verena Klass et al.   JOURNAL OF POWER SOURCES

A holistic aging model for Li(NiMnCo)O2 based 18650 lithium-ion batteries

(2014) Johannes Schmalstieg et al.   JOURNAL OF POWER SOURCES

Intelligent Prognostics for Battery Health Monitoring Using the Mean Entropy and Relevance Vector Machine

(2014) Hong Li et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Prognostics for state of health estimation of lithium-ion batteries based on combination Gaussian process functional regression

(2013) Datong Liu et al.   MICROELECTRONICS RELIABILITY

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

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

Cycling degradation of an automotive LiFePO4 lithium-ion battery

(2010) Yancheng Zhang et al.   JOURNAL OF POWER SOURCES