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Machine learning-based fast charging of lithium-ion battery by ...

Traditional charging approaches for lithium-ion batteries (LIBs) face challenges in balancing charging speed, detrimental side reactions, and battery aging. In this study, a novel model …

Discharge–charge process of the porous sulfur/carbon …

Author links open overlay panel Mengyao Gao a 1, Xing Xiong a 1, Weikun Wang b, Shengrong Zhao a, Chengming Li a, Hao Zhang b, Zhongbao Yu b, Yaqin Huang a. Show more. Add to Mendeley. ... mechanism of lithium sulfur batteries during the discharge–charge process. Cañas [38] investigated the cathode of lithium sulfur battery by …

Mass load prediction for lithium-ion battery electrode clean …

With the advent of sustainable and clean energy, lithium-ion batteries have been widely utilised in cleaner productions such as energy storage systems and electrical vehicles, but the management of their electrode production chain has a direct and crucial impact on the battery performance and production efficiency. To achieve a cleaner production chain of battery electrode involving …

Machine learning-based fast charging of lithium-ion battery by ...

This paper summarized the current research advances in lithium-ion battery management systems, covering battery modeling, state estimation, health prognosis, charging …

Zhongbao Wei (0000-0003-0051-5648)

Dr. Zhongbao Wei received the B.Eng. degree in 2010 and the M.Sc. degree in 2013 from Beihang University in China, and Ph.D. degree in Electrical Engineering in 2016 from Nanyang Technological University in Singapore. ... Lithium-ion battery health estimation with real-world data for electric vehicles. Energy 2023-05 | Journal article DOI: 10. ...

Online Model Identification and State-of-Charge Estimate for …

Zhongbao Wei, Changfu Zou, Member, IEEE, Feng Leng, Boon Hee Soong, Senior Member, IEEE, ... lithium-ion battery with a nominal capacity of 2200 mAh. The

Zhongbao WEI | Professor | Doctor of Philosophy

A computationally efficient state estimation method for lithium-ion (Li-ion) batteries is proposed based on a degradation-conscious high-fidelity electrochemical-thermal model for advanced...

Artificial Intelligence-based health diagnostic of Lithium-ion battery ...

Zhongbao Wei: Writing – review & editing, Methodology, Validation, Supervision, ... Lithium-ion battery has presented a rapid growth as the power source of electric vehicles (EVs). The state of health (SOH) estimation plays an important role in ensuring the safe operation of the battery system. Currently, the model-based and data-driven ...

Hierarchical soft measurement of load current and state of …

With the rapid development, the lithium-ion battery (LIB) has earned its popularity in power storage, electric vehicles (EVs), and portable electronics, attributed to its unique advantages of high energy/power density, long life span, and weak memory effects. ... Zhongbao Wei: Conceptualization, Methodology, Writing – original draft ...

Signal-Disturbance Interfacing Elimination for Unbiased …

Zhongbao Wei, Member, IEEE, Hongwen He, Senior Member, ... Identification of Lithium-Ion Battery L Authorized licensed use limited to: BEIJING INSTITUTE OF TECHNOLOGY. Downloaded on March 27,2021 ...

A smart Li-ion battery with self-sensing ...

DOI: 10.1016/j.jpowsour.2022.231705 Corpus ID: 251731006; A smart Li-ion battery with self-sensing capabilities for enhanced life and safety @article{Li2022ASL, title={A smart Li-ion battery with self-sensing capabilities for enhanced life and safety}, author={Yiding Li and Wenwei Wang and Xiao-Guang Yang and Fenghao Zuo and Shuaibang Liu and Cheng Lin}, journal={Journal …

Zhongbao Wei —

Machine learning-based fast charging of lithium-ion battery by perceiving and regulating internal microscopic states. Energy Storage Materials. 2023;56:62-75. [3] Wei Z, He H, Pou J, Tsui K-L,...

Disturbance-Immune and Aging-Robust Internal Short

circuit (ISC) is critical to the safety of lithium-ion battery (LIB), considering its consequence to disastrous thermal runaway. Motivated by this, this paper proposes a novel ISC ... Zhongbao Wei ...

Parameter identification of lithium-ion battery pseudo-2 …

Adaptive Ensemble-Based Electrochemical–Thermal Degradation State Estimation of Lithium-Ion Batteries. Yang Li Zhongbao Wei Binyu Xiong D. M. Vilathgamuwa. Engineering, Materials Science. IEEE Transactions on Industrial Electronics. 2022; TLDR.

A multi-timescale estimator for battery state of charge and …

Rechargeable batteries as a group of chemical energy storage devices are among the leading energy storage systems today [1], [2].Due to the unique advantages, they have been playing pivotal roles in many fields like portable electronics, smart grid formation and transport electrification [3], [4].Nowadays extensive efforts have been made to improve the cell …

Development of lithium-ion battery state estimation techniques …

A thermal model for a cylindrical battery based on the finite-element method was developed and shows that the relative errors between the simulation and the tests are small and can be efficiently applied to predicting the thermal behaviors of Li-ion batteries in practical applications.

Thermal issues about Li-ion batteries and recent progress in battery ...

The Lithium ion battery as a promising solution for the energy storage in vehicular applications is briefly introduced in this paper. The adverse effects of improper temperature, including performance degradation, potential thermal runaway, temperature non-uniformity and low temperature performance are described afterwards. ... Zhongbao Wei ...

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(PDF) State of Health Estimation of Lithium-Ion Battery Based on ...

SOH estimation results: (a) battery #5, (b) battery # 7, (c) battery #18. Authorized licensed use limited to: BEIJING INSTITUTE OF TECHNOLOGY. Downloaded on August 18,2021 at 02:34:29 UTC from ...

Lithium-ion battery health estimation with real-world data for …

''Lithium-ion battery health estimation with real-world data for electric vehicles'' 。 。 State of Health Engineering 100%

A multi-timescale estimator for battery state of charge and …

Semantic Scholar extracted view of "A multi-timescale estimator for battery state of charge and capacity dual estimation based on an online identified model" by Zhongbao Wei et al.

State of Health Estimation of Li-ion Battery Based on

A precisely parameterized battery model is the prerequisite of the model-based management of lithium-ion battery (LIB). However, the unexpected sensing of noises may discount the identification of ...

Online State of Charge and Capacity Dual Estimation with a …

Among different battery technologies, the lithium-ion battery is drawing a vast ... 2954 Zhongbao Wei et al. / Energy Procedia 105 ( 2017 ) 2953 – 2958

Zhongbao Wei

Machine learning-based fast charging of lithium-ion battery by perceiving and regulating internal microscopic states. Energy Storage Materials. 2023;56:62-75. [3] Wei Z, He H, Pou J, Tsui K-L, Quan Z, Li Y. Signal-Disturbance Interfacing Elimination for Unbiased Model Parameter Identification of Lithium-Ion Battery.

Online Model Identification and State-of-Charge Estimate for Lithium …

Note: IEEE Xplore Notice to Reader: It has been recommended by the authors and Editor-in-Chiefof the IEEE Transactions on Industrial Electronics,for thearticle "Online Model Identification and State-of-Charge Estimate for Lithium-Ion Battery With a Recursive Total Least Squares-Based Observer," by Zhongbao Wei, Changfu Zou,Feng Leng, Boon Hee Soong,and …

Development of efficient air-cooling strategies for lithium-ion battery …

DOI: 10.1016/J.APPLTHERMALENG.2015.07.033 Corpus ID: 107092819; Development of efficient air-cooling strategies for lithium-ion battery module based on empirical heat source model @article{Wang2015DevelopmentOE, title={Development of efficient air-cooling strategies for lithium-ion battery module based on empirical heat source model}, author={Tao …

An Enhanced Data-Driven Model for Lithium-Ion Battery State

In the long-term prediction of battery degradation, the data-driven method has great potential with historical data recorded by the battery management system. This paper proposes an enhanced data-driven model for Lithium-ion (Li-ion) battery state of health (SOH) estimation with a superior modeling procedure and optimized features. The Gaussian process …

Artificial Intelligence-based health diagnostic of Lithium-ion …

State of health (SOH) estimation is essential to the health diagnostic of lithium-ion battery. The data-driven approach with charging feature extraction is promising for online …

Future smart battery and management: Advanced ...

DOI: 10.1016/J.JPOWSOUR.2021.229462 Corpus ID: 233592310; Future smart battery and management: Advanced sensing from external to embedded multi-dimensional measurement @article{Wei2021FutureSB, title={Future smart battery and management: Advanced sensing from external to embedded multi-dimensional measurement}, author={Zhongbao Wei and Jiyun …

Power capability prediction for lithium-ion batteries using …

DOI: 10.1016/J.JPOWSOUR.2018.06.034 Corpus ID: 103091264; Power capability prediction for lithium-ion batteries using economic nonlinear model predictive control @article{Zou2018PowerCP, title={Power capability prediction for lithium-ion batteries using economic nonlinear model predictive control}, author={Changfu Zou and Anton Klintberg and …

Online Estimation of Power Capacity With Noise Effect …

Effect Attenuation for Lithium-Ion Battery Zhongbao Wei, Jiyun Zhao, Rui Xiong, Senior Member, IEEE, ... For the Samsung 18650 lithium-ion battery used in this pa-per, the calibrated SOC–OCV ...

Multistage State of Health Estimation of Lithium-Ion Battery with …

Wei, Zhongbao; Ruan, Haokai ; Li, Yang . / Multistage State of Health Estimation of Lithium-Ion Battery with High Tolerance to Heavily Partial Charging. : IEEE Transactions on Power Electronics. 2022 ; 37, 6. 7432-7442.

Multistage State of Health Estimation of Lithium-Ion Battery with …

State of health (SOH) is critical to the management of lithium-ion batteries (LIBs) due to its deep insight into health diagnostic and protection. However, the lack of complete charging data is...

Machine learning-based fast charging of lithium-ion battery by ...

Lithium-ion batteries (LIBs) have seen wide applications in electric vehicles (EVs) attributed to their advantageous properties of long service life, high gravimetric and volumetric densities [1,2]. ... Zhongbao Wei: Conceptualization, Methodology, Investigation, Resources, Writing – original draft, Supervision, ...

Thermal investigation of lithium-ion battery module with …

Zhongbao Wei. Beiijng Institute of Technology ... An effective and robust thermal management system can control the temperature of lithium batteries and maintain the long service life and high ...

Online state of charge and state of health estimation for a …

Keywords: state of charge; state of health; model identification; estimation; lithium-ion battery 1. Introduction Lithium-ion batteries (LIBs) are one of the leading energy storage technologies and have been applied widely in various fields, such as modern electric grids, portable electronics, and transportation electrification [1–4].

Load Current and State of Charge Co-Estimation for Current …

Current Sensor-Free Lithium-ion Battery Zhongbao Wei, Senior Member, IEEE, Jian Hu ... and Binyu Xiong, Member, IEEE Abstract-The installation of current sensors on lithium-ion batteries (LIBs ...

‪Zhongbao Wei()‬

Stress-Constrained Fast Charging of Lithium-Ion Battery Enabled by Multi-Scale Stress Modeling

Noise-Immune Model Identification and State-of-Charge

Zhongbao Wei, Member, IEEE, Guangzhong Dong, Member, ... WEI et al.: NOISE-IMMUNE MODEL IDENTIFICATION AND STATE-OF-CHARGE ESTIMATION FOR LITHIUM-ION BATTERY 313 Fig. 1.

China''s battery electric vehicles lead the world: achievements in ...

China has been the world''s largest producer of lithium-ion (Li-ion) power batteries [9]. Thanks to high-performance vehicle-level integration and control technology, promoted ... Writing- Original draft preparation; Shuo Zhang: Writing- Original draft preparation; Zhongbao Wei: Writing- Original draft preparation; Wanke Cao: Writing- Original ...

Zhongbao Wei

Machine learning-based fast charging of lithium-ion battery by perceiving and regulating internal microscopic states. Energy Storage Materials. 2023;56:62-75. [3] Wei Z, He H, Pou J, Tsui K-L,...

Artificial Intelligence-based health diagnostic of Lithium-ion …

This study proposes a SOH estimation method for lithium-ion batteries based on partial CV charging phase data and a convolutional neural network (CNN). By analysing the …

[PDF] Mass load prediction for lithium-ion battery electrode clean ...

DOI: 10.1016/j.jclepro.2020.125159 Corpus ID: 228888323; Mass load prediction for lithium-ion battery electrode clean production: A machine learning approach @article{Liu2020MassLP, title={Mass load prediction for lithium-ion battery electrode clean production: A machine learning approach}, author={Kailong Liu and Zhongbao Wei and Zhile …

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