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Tian-E Fan

Chongqing University of Posts and Telecommunications

Nan’an District

Chongqing, 400065

China

SCHOLARLY PAPERS

11

DOWNLOADS

592

TOTAL CITATIONS

1

Scholarly Papers (11)

1.

A Fast Active Balancing Strategy Based on Model Predictive Control for Lithium-Ion Battery Packs

Number of pages: 36 Posted: 03 Apr 2023
Tian-E Fan, Song-Ming Liu, Hao Yang and Baihua Qu
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University
Downloads 124 (580,653)

Abstract:

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Cell balancing, Lithium-ion battery packs, model predictive control

High-Throughput Screening of Ni-Rich Layered Cathode Materials for Sodium-Ion Batteries Based on Machine Learning

Number of pages: 22 Posted: 05 Mar 2025
Tian-E Fan, Hao-Ran Lei, Kai Wang and Baihua Qu
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University
Downloads 36 (1,267,060)

Abstract:

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Ni-rich cathodes, Deep learning, Transfer learning, Average voltage, Specific capacity

High-Throughput Screening of Ni-Rich Layered Cathode Materials for Sodium-Ion Batteries Based on Machine Learning

Number of pages: 20 Posted: 05 Jul 2024
Tian-E Fan, Hao-Ran Lei, Han-Yu Li and Baihua Qu
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University
Downloads 34 (1,296,409)

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Ni-rich cathodes, Deep learning, Transfer learning, Average voltage, Specific capacity

High-Throughput Screening of Ni-Rich Layered Cathode Materials for Sodium-Ion Batteries Based on Machine Learning

Number of pages: 20 Posted: 30 Apr 2024
Tian-E Fan, Hao-Ran Lei and Han-Yu Li
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University of Posts and Telecommunications
Downloads 33 (1,311,254)

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Ni-rich cathodes, Deep learning, Transfer learning, Average voltage, Specific capacity

Phase-Field Coupled Pseudo-Two-Dimensional Modeling of Dendrite Growth Dynamics in Lithium-Ion Batteries During Fast Charging

Number of pages: 29 Posted: 20 Aug 2025
Tian-E Fan, Zhou Zhang, Kang Chen and Fei Feng
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University
Downloads 40 (1,210,354)

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Lithium dendrites, Battery model, Phase-field model, Dynamic evolution, Dead lithium, Charging strategy

Phase-Field Coupled Pseudo-Two-Dimensional Modeling of Dendrite Growth Dynamics in Lithium-Ion Batteries During Fast Charging

Number of pages: 29 Posted: 01 Aug 2025
Tian-E Fan, Zhou Zhang, Kang Chen and Fei Feng
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University
Downloads 24 (1,445,011)

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Lithium dendrites, Battery model, Phase-field model, Dynamic evolution, Dead lithium, Charging strategy.

Optimized Fast-Charging of Lithium-Ion Battery Packs Via Predictive-Reinforcement Hierarchical Control Framework

Number of pages: 30 Posted: 25 Aug 2025
Tian-E Fan, Pei Gao, Yu Wan and Baihua Qu
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University
Downloads 37 (1,252,562)

Abstract:

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Battery pack, fast charging, Balancing control, Deep reinforcement learning (DRL), Model predictive control (MPC)

Optimized Fast-Charging of Lithium-Ion Battery Packs Via Predictive-Reinforcement Hierarchical Control Framework

Number of pages: 30 Posted: 22 Jul 2025
Tian-E Fan, Pei Gao, Yu Wan and Baihua Qu
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University
Downloads 13 (1,579,999)

Abstract:

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Battery pack, Fast charging, Balancing control, Deep reinforcement learning (DRL), Model predictive control (MPC)

Optimized Fast-Charging of Lithium-Ion Battery Packs Via Predictive-Reinforcement Hierarchical Control Framework

Number of pages: 30 Posted: 22 Jul 2025
Tian-E Fan, Pei Gao, Yu Wan and Baihua Qu
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University
Downloads 7 (1,628,763)

Abstract:

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Battery pack, Fast charging, Balancing control, Deep reinforcement learning (DRL), Model predictive control (MPC)

Structure Optimization of Uio-66 Supported Metal Nanoclusters Based on High-Dimensional Neural Network

Number of pages: 26 Posted: 20 Aug 2024
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University of Posts and Telecommunications - Key Laboratory of Industrial Internet of Things and Networked Control, Ministry of Education
Downloads 32 (1,326,242)

Abstract:

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Metal Nanoclusters, Metal Organic Frameworks, Structure Optimization, High Dimensional Neural Networks

Structure Optimization of Uio-66 Supported Metal Nanoclusters Based on High-Dimensional Neural Network

Number of pages: 25 Posted: 28 Jun 2024
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University of Posts and Telecommunications
Downloads 19 (1,513,226)

Abstract:

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Metal nanoclusters, Metal organic frameworks, Structure Optimization, High Dimensional Neural Networks

6.

Fault Diagnosis for Lithium-Ion Battery Pack Based on Relative Entropy and SOC Estimation

Number of pages: 26 Posted: 04 Jul 2023
Tian-E Fan, Hao-Ran Lei and Xin Tang
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University of Posts and Telecommunications
Downloads 48 (1,086,013)

Abstract:

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Fault detection, Sliding windows, Relative entropy, SOC estimation, Short-circuit resistance estimation

7.

Joint Estimation of Li-Ion Battery States Based on Parallel Tcn-Transformer Multi-Task Learning Model

Number of pages: 29 Posted: 19 Mar 2025
Tian-E Fan, Kai Wang and Baihua Qu
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University
Downloads 46 (1,109,210)
Citation 1

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State of charge, State of energy, TCN, Transformer, Gaussian noise

8.

Deep Mining of Temporal Information for Lithium-Ion Battery Health Status Assessment Based on Wavelet-Time-Frequency Fusion Model and Multi-Attention Mechanism

Number of pages: 11 Posted: 08 Apr 2025
Tian-E Fan, Han-Yu Li and Fei Feng
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University
Downloads 33 (1,277,121)

Abstract:

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Time-Frequency Domain Fusion Model, SOH estimation, wavelet transform, Multi-attention mechanism

9.

Structure Optimization and Support Effect of Metal-Organic Frameworks on Pd-Ir Bimetallic Nanoclusters

Number of pages: 34 Posted: 25 Apr 2023
Tian-E Fan, Yan-Ru Zhang and Wei Jiang
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University of Posts and Telecommunications
Downloads 29 (1,345,526)

Abstract:

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bimetallic nanoclusters, MOFs, Structural optimization, Catalytic activity, DFT

10.

Resnet-Mfii-Pn for Imbalanced Small-Sample Lithium-Ion Battery Fault Diagnosis with a Physics-Based Model Generative Real-Word Dataset

Number of pages: 31 Posted: 03 Jun 2025
Tian-E Fan, Fan Chen, Kang Chen and Fei Feng
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University
Downloads 27 (1,372,601)

Abstract:

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Lithium battery fault diagnosis, Small-sample learning, Multi-Factor Imbalance Index (MFII), Residual Neural Network (ResNet), Prototype Network (PN) Anomaly Detector

11.

Resnet-Mfii-Pn for Imbalanced Small-Sample Lithium-Ion Battery Fault Diagnosis with a Physics-Based Model Generative Real-Word Dataset

Number of pages: 31 Posted: 22 May 2025
Tian-E Fan, Fan Chen, Kang Chen and Fei Feng
Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications and Chongqing University
Downloads 10 (1,541,665)

Abstract:

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Lithium battery fault diagnosis, Small-sample learning, Multi-Factor Imbalance Index (MFII), Residual Neural Network (ResNet), Prototype Network (PN) Anomaly Detector