Internal temperature prediction of ternary polymer lithium‐ion battery pack based on CNN and virtual thermal sensor technology

Co-estimation of lithium-ion battery state of charge and state of temperature based on a hybrid electrochemical-thermal-neural-network model

(2020) Fei Feng et al.   JOURNAL OF POWER SOURCES

A Data-Driven Approach With Uncertainty Quantification for Predicting Future Capacities and Remaining Useful Life of Lithium-ion Battery

(2020) Kailong Liu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

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

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

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

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

A survey on deep learning for big data

(2018) Qingchen Zhang et al.   Information Fusion

Remaining useful life estimation in prognostics using deep convolution neural networks

(2018) Xiang Li et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Charging Pattern Optimization for Lithium-Ion Batteries with An Electrothermal-Aging Model

(2018)   IEEE Transactions on Industrial Informatics

Temperature effect and thermal impact in lithium-ion batteries: A review

(2018) Shuai Ma et al.   Progress in Natural Science-Materials International

Thermal issues about Li-ion batteries and recent progress in battery thermal management systems: A review

(2017) Huaqiang Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review

(2017) Waseem Rawat et al.   NEURAL COMPUTATION

Segmentation of optic disc, fovea and retinal vasculature using a single convolutional neural network

(2017) Jen Hong Tan et al.   Journal of Computational Science

Robust linear regression: A review and comparison

(2016) Chun Yu et al.   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Model-Based Virtual Thermal Sensors for Lithium-Ion Battery in EV Applications

(2015) Ying Xiao   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Measurement of the internal cell temperature via impedance: Evaluation and application of a new method

(2013) Jan Philipp Schmidt et al.   JOURNAL OF POWER SOURCES

Multiscale modelling and numerical simulation of rechargeable lithium ion batteries: concepts, methods and challenges

(2013) Alejandro A. Franco   RSC Advances

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

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

Instantaneous measurement of the internal temperature in lithium-ion rechargeable cells

(2011) Rengaswamy Srinivasan et al.   ELECTROCHIMICA ACTA

A Critical Review of Thermal Issues in Lithium-Ion Batteries

(2011) Todd M. Bandhauer et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Human Tracking Using Convolutional Neural Networks

(2010) Jialue Fan et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Thermal modeling of a cylindrical LiFePO4/graphite lithium-ion battery

(2009) Christophe Forgez et al.   JOURNAL OF POWER SOURCES