State-of-Charge Estimation of Lithium-Ion Battery Pack Based on Improved RBF Neural Networks

Data-driven state of charge estimation for lithium-ion battery packs based on Gaussian process regression

(2020) Zhongwei Deng et al.   ENERGY

Data-driven science and engineering: machine learning, dynamical systems, and control

(2019) Thomas Peters   CONTEMPORARY PHYSICS

Lithium-ion battery charging management considering economic costs of electrical energy loss and battery degradation

(2019) Kailong Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Propagation mechanisms and diagnosis of parameter inconsistency within Li-Ion battery packs

(2019) Fei Feng et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

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

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

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

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

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

State-of-charge inconsistency estimation of lithium-ion battery pack using mean-difference model and extended Kalman filter

(2018) Yuejiu Zheng et al.   JOURNAL OF POWER SOURCES

Complex Power System Status Monitoring and Evaluation Using Big Data Platform and Machine Learning Algorithms: A Review and a Case Study

(2018) Yuanjun Guo et al.   COMPLEXITY

Lithium Polymer Battery State-of-Charge Estimation Based on Adaptive Unscented Kalman Filter and Support Vector Machine

(2016) Jinhao Meng et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

A novel dual-scale cell state-of-charge estimation approach for series-connected battery pack used in electric vehicles

(2015) Fengchun Sun et al.   JOURNAL OF POWER SOURCES

An integrated approach for real-time model-based state-of-charge estimation of lithium-ion batteries

(2015) Cheng Zhang et al.   JOURNAL OF POWER SOURCES

Improved extended Kalman filter for state of charge estimation of battery pack

(2014) Saeed Sepasi et al.   JOURNAL OF POWER SOURCES

Cell state-of-charge inconsistency estimation for LiFePO4 battery pack in hybrid electric vehicles using mean-difference model

(2013) Yuejiu Zheng et al.   APPLIED ENERGY

A New State of Charge Estimation Method for LiFePO4 Battery Packs Used in Robots

(2013) Ming-Hui Chang et al.   Energies

Accurate battery pack modeling for automotive applications

(2013) Jianwei Li et al.   JOURNAL OF POWER SOURCES

Online cell SOC estimation of Li-ion battery packs using a dual time-scale Kalman filtering for EV applications

(2012) Haifeng Dai et al.   APPLIED ENERGY

A new model for State-of-Charge (SOC) estimation for high-power Li-ion batteries

(2012) Yao He et al.   APPLIED ENERGY