Lithium-ion battery modeling based on Big Data

Energy Procedia ◽

10.1016/j.egypro.2018.12.046 ◽

2019 ◽

Vol 159 ◽

pp. 168-173 ◽

Author(s):

Shuangqi Li ◽

Jianwei Li ◽

Hongwen He ◽

Hanxiao Wang

Keyword(s):

Big Data ◽

Lithium Ion Battery ◽

Lithium Ion ◽

Battery Modeling

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Big data driven lithium-ion battery modeling method based on SDAE-ELM algorithm and data pre-processing technology

Applied Energy ◽

10.1016/j.apenergy.2019.03.154 ◽

2019 ◽

Vol 242 ◽

pp. 1259-1273 ◽

Author(s):

Shuangqi Li ◽

Hongwen He ◽

Jianwei Li

Keyword(s):

Big Data ◽

Lithium Ion Battery ◽

Lithium Ion ◽

Modeling Method ◽

Processing Technology ◽

Data Driven ◽

Battery Modeling

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Big data driven Lithium-ion battery modeling method: a Cyber-Physical System approach

2019 IEEE International Conference on Industrial Cyber Physical Systems (ICPS) ◽

10.1109/icphys.2019.8780152 ◽

2019 ◽

Author(s):

Shuangqi Li ◽

Jianwei Li ◽

Hanxiao Wang

Keyword(s):

Big Data ◽

Lithium Ion Battery ◽

Physical System ◽

System Approach ◽

Lithium Ion ◽

Modeling Method ◽

Data Driven ◽

Cyber Physical System ◽

Battery Modeling

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Lithium-ion Battery Modeling and State of Charge Estimation

Integrated Ferroelectrics ◽

10.1080/10584587.2019.1592620 ◽

2019 ◽

Vol 200 (1) ◽

pp. 59-72 ◽

Author(s):

Xiong Wei ◽

Mo Yimin ◽

Zhang Feng

Keyword(s):

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Charge ◽

Battery Modeling ◽

State Of Charge Estimation

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Parameter identification for nonlinear elliptic-parabolic systems with application in lithium-ion battery modeling

Computational Optimization and Applications ◽

10.1007/s10589-015-9734-8 ◽

2015 ◽

Vol 62 (1) ◽

pp. 217-239 ◽

Author(s):

Oliver Lass ◽

Stefan Volkwein

Keyword(s):

Parameter Identification ◽

Lithium Ion Battery ◽

Lithium Ion ◽

Parabolic Systems ◽

Battery Modeling ◽

Nonlinear Elliptic

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Advanced lithium ion battery modeling and power stage integration technique

2010 IEEE Energy Conversion Congress and Exposition ◽

10.1109/ecce.2010.5618249 ◽

2010 ◽

Author(s):

Anand Ramamurthy ◽

Shailesh Notani ◽

Subhashish Bhattacharya

Keyword(s):

Lithium Ion Battery ◽

Lithium Ion ◽

Integration Technique ◽

Battery Modeling ◽

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Lithium-ion battery modeling and state-of-charge estimation

10.32657/10356/72699 ◽

2017 ◽

Author(s):

◽

Rudy Tjandra

Keyword(s):

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Charge ◽

Battery Modeling ◽

State Of Charge Estimation

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A Cloud-based Aging Considered Vehicle-mounted Lithium-ion Battery Management Method: A Big Data Perspective

DEStech Transactions on Environment Energy and Earth Science ◽

10.12783/dteees/iceee2019/31803 ◽

2019 ◽

Author(s):

Shuangqi Li ◽

Hongwen He ◽

Jianwei Li

Keyword(s):

Big Data ◽

Lithium Ion Battery ◽

Lithium Ion ◽

Battery Management ◽

Management Method

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Data Worth of Measurement Quantities and Uncertainty Considerations in Lithium-Ion Battery Modeling

ECS Meeting Abstracts ◽

10.1149/ma2014-04/4/615 ◽

2014 ◽

Keyword(s):

Lithium Ion Battery ◽

Lithium Ion ◽

Battery Modeling ◽

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High Accuracy Battery Modeling : Fully 3D-Resolved Lithium-Ion Battery Mesostructure Including Carbon Binder Domains

ECS Meeting Abstracts ◽

10.1149/ma2019-02/5/402 ◽

2019 ◽

Keyword(s):

Lithium Ion Battery ◽

Lithium Ion ◽

High Accuracy ◽

Battery Modeling

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A lithium-ion battery modeling for a HIL-battery simulator

2013 International Conference on Computer, Control, Informatics and Its Applications (IC3INA) ◽

10.1109/ic3ina.2013.6819171 ◽

2013 ◽

Author(s):

Grace Pebriyanti

Keyword(s):

Lithium Ion Battery ◽

Lithium Ion ◽

Battery Modeling

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