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Lili Liu

Nanjing Tech University

Nanjing 211816

China

SCHOLARLY PAPERS

6

DOWNLOADS

268

TOTAL CITATIONS
Rank 45,624

SSRN RANKINGS

Top 45,624

in Total Papers Citations

5

Scholarly Papers (6)

1.

Prediction of Remaining Useful Life and State of Health of Lithium Batteries Based on Time Series Feature and Savitzky-Golay Filter Combined with Gated Recurrent Unit Neural Network

Number of pages: 24 Posted: 09 May 2022
Nanjing Tech University, Hunan Agricultural University, Nanjing Tech University, Nanjing Tech University, Southeast University, Nanjing Tech University and Nanjing Tech University
Downloads 132 (565,439)
Citation 5

Abstract:

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Lithium ion batteries, Remaining useful life, Time series feature, Savitzky-Golay filter, Gated recurrent unit neural network

2.

Co3o4@Mwcnt Modified Separators for Li-S Batteries with Improved Cycling Performance

Number of pages: 24 Posted: 18 Apr 2022
Nanjing Tech University, Nanjing Tech University, Nanjing Tech University, Nanjing Tech University, Nanjing Tech University, Nanjing Tech University, Nanjing Tech University, Southeast University and Nanjing Tech University
Downloads 36 (1,236,159)

Abstract:

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Li-S battery, Separator, Modification, Catalysis, Shuttle effect, Lithium anode corrosion

3.

A Tio2-Based Cathode with Modest Oxygen Vacancies and Defective Ti3+ for Long-Life Lithium-Oxygen Batteries

Number of pages: 18 Posted: 01 Oct 2022
Nanjing Tech University, Nanjing Tech University, Nanjing Forestry University, Nanjing Tech University, Nanjing Tech University and Nanjing Tech University
Downloads 31 (1,318,317)

Abstract:

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lithium-oxygen battery, oxygen vacancies, titanium dioxide, overpotential, cycling performance

4.

Predicting Graphite Anode Capacity Fade in Lithium-Ion Batteries Using a Pseudo-Two-Dimensional Model

Number of pages: 22 Posted: 05 Jul 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Nanjing Tech University, Nanjing Tech University, Nanjing Tech University, affiliation not provided to SSRN, Nanjing Tech University, Southeast University and Nanjing Tech University
Downloads 28 (1,345,526)

Abstract:

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Lithium-ion batteries, capacity fade, Electrochemical model, SEI increase, Lithium deposition

5.

Improving Lithium-Ion Battery Health Estimation with an Integrated Particle Swarm Optimization, Long Short-Term, and Attention Mechanism Model in Wide Temperature Range Application

Number of pages: 20 Posted: 14 Jan 2025
Nanjing Tech University, Nanjing Tech University, Nanjing Tech University, Nanjing Tech University, Nanjing Tech University, Nanjing Tech University, Nanjing Tech University and Nanjing Tech University
Downloads 24 (1,399,036)

Abstract:

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health factor, health estimation, PSO-LSTM, Attention

6.

Precise Capacity Fade Modeling of Nca/Graphite Lithium-Ion Batteries Across a Wide-Temperature Range Using a Pseudo-Two-Dimensional Approach

Number of pages: 27 Posted: 19 Aug 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Nanjing Tech University, Nanjing Tech University, Nanjing Tech University, affiliation not provided to SSRN, Nanjing Tech University, Southeast University and Nanjing Tech University
Downloads 17 (1,481,165)

Abstract:

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Lithium-ion batteries, Capacity fade, P2D model, Wide-temperature range