Journals & arXiv

48

Image- and Health Indicator-Based Transfer Learning Hybridization for Battery RUL Prediction

J. Couture, Xianke Lin
Engineering Applications of Artificial Intelligence [accepted]

47

Efficient Stereo Depth Estimation for Pseudo LiDAR: A Self-Supervised Approach Based on Multi-Input ResNet Encoder
S. Hossain, Xianke Lin
arXiv: https://arxiv.org/abs/2205.08089 [submitted to NeurIPS 2022]

46

High-Definition Map Generation Technologies For Autonomous Driving

Z. Bao, S. Hossain, H. Lang, Xianke Lin
arXiv: https://arxiv.org/abs/2206.05400 & under review on a journal

45

Interaction-Aware Decision Making for Autonomous Vehicles

Y. Chen, S. Li, X. Tang, K. Yang, D. Cao, Xianke Lin
IEEE Transactions on Vehicular Technology [in review]

44

Li-ion battery individual electrode state of charge and degradation monitoring using battery casing through auto curve matching for standard CCCV charging profile    

A. Rahman, Xianke Lin
Applied Energy 2022

43

Novel Image-Based Rapid RUL Prediction for Li-Ion Batteries Using a Capsule Network and Transfer Learning
J. Couture, Xianke Lin

IEEE Transactions on Transportation Electrification 2022

42

Highway Decision-Making and Motion Planning for Autonomous Driving via Soft Actor-Critic

X. Tang, B. Huang, T. Liu, Xianke Lin

IEEE Transactions on Vehicular Technology 2022

41

Lithium Plating Mechanism, Detection, and Mitigation in Lithium-Ion Batteries
Xianke Lin, K. Khosravinia, X. Hu, J. Li, W. Lu
Progress in Energy and Combustion Science 2021

40.

An online health-conscious enhanced charging and active balancing strategy for lithium-ion battery packs
O. Ojo, XiankeLin, H. Lang

Journal of Energy Storage 2021

39.

Sensitivity analysis and joint estimation of parameters and states for all-solid-state batteries

Z Deng, X Hu, Xianke Lin, Y Kim, J Li
IEEE Transactions on Transportation Electrification, 2021

38.

Powertrain Design and Control in Electrified Vehicles: A Critical Review

X. Hu, J. Han, X. Tang, Xianke Lin
IEEE Transactions on Transportation Electrification, 2021

37.

Improving Ride Comfort and Fuel Economy of Connected Hybrid Electric Vehicles Based on Traffic Signals and Real Road Information

X. Tang, Z. Duan, X. Hu, H. Pu, D. Cao, Xianke Lin
IEEE Transactions on Vehicular Technology, 2021

36.

A Particle Filter and Long Short-Term Memory Fusion Technique for Lithium-Ion Battery Remaining Useful Life Prediction

X. Hu, X. Yang, F. Feng, K. Liu, Xianke Lin
Journal of Dynamic Systems, Measurement, and Control, 2021

35.

Eco-Driving Control of Connected and Automated Hybrid Electric Vehicles on Multi-lane Roads Using Model Predictive Control

K. Khosravinia, S. Wang, Xianke Lin (This paper was promoted from conference paper to journal paper)
SAE International Journal of Advances and Current Practices in Mobility, 2021

34.

Eco-driving control of connected and automated hybrid vehicles in mixed driving scenarios

S. Wang, Xianke Lin
Applied Energy, 2020

33.

Battery Lifetime Prognostics
X. Hu, L. Xu, Xianke Lin, M. Pecht
Joule (a sister journal to Cell), 2020. IF: 18.167

32.

Optimal Discretization Approach to the Enhanced Single Particle Model for Li-ion Batteries

I. Oyewole, K. Kwak, Y. Kim, Xianke Lin
IEEE Transactions on Transportation Electrification, 2020

31.

A Neural Network-based Method for Thermal Fault Detection in Lithium-Ion Batteries
O. Ojo, H. Lang, Y. Kim, X. Hu, B. Mu, Xianke Lin
IEEE Transactions on Industrial Electronics
, 2020

30.

Remaining Useful Life Prediction Using A Novel Feature-attention Based End-to-end Approach
H. Liu, Z., W. Jia, Xianke Lin
IEEE Transactions on Industrial Informatics, 2020

29.

Battery aging-and temperature-aware predictive energy management for hybrid electric vehicles
R. Du, X. Hu, S. Xie, L. Hu, Z. Zhang, Xianke Lin 

Journal of Power Sources, 2020

28.

Data-driven state of charge estimation for lithium-ion battery packs based on Gaussian process regression
Z. Dong, X. Hu, Xianke Lin, Y. Che, L. Xu, W. Guo
Energy, 2020

27.

Coordinated Management of Connected Plug-in Hybrid Buses for Energy Saving, Inter-Vehicle Safety, and Battery Health
S. Xie, S. Qi, K. Lang, X. Tang, Xianke Lin
Applied Energy, 2020

26.

An Enhanced Online Temperature Estimation for Lithium-Ion Batteries
Xie, Y., Li, W., Hu, Xianke Lin, X., Zhang, Y., Dan, D., Feng, F., Liu, B. and Li, K.,
IEEE Transactions on Transportation Electrification, 2020

25.

Designing Multi-Mode Power Split Hybrid Electric Vehicles Using the Hierarchical Topological Graph Theory
H. Pei, X. Hu, Y. Yang, H. Peng, L. Hu, Xianke Lin
IEEE Transactions on Vehicular Technology, 2020

24.

Optimal multistage charging of NCA/graphite lithium-ion batteries based on electro-thermal-aging dynamics
X.Hu, X. Zhang, Xianke Lin, Y. Xie
IEEE Transactions on Transportation Electrification, 2020 IF: 5.27

23.

Model predictive control of hybrid electric vehicles for fuel economy, emission reduction, and inter-vehicle safety in the car-following scenario
X. Hu, X. Zhang, X. Tang, Xianke Lin
Energy, 2020 IF: 5.747

21.

Advanced Fault Diagnosis for Lithium-Ion Battery Systems
X. Hu, K. Zhang, K. Liu, Xianke Lin, S. Dey, S. Onori,
IEEE Industrial Electronics Magazine, 2020, [In Press] IF: 13.24

20.

Reliable State of Charge Estimation of Battery Packs Using Fuzzy Adaptive Federated Filter Under Various Cell Inconsistencies
H. Lin, X. Hu, Y. Che, F. Fei, Xianke Lin, Z. Zhang,
Applied Energy, 2020, IF: 8.4

19.

An adversarial bidirectional serial–parallel LSTM-based QTD framework for product quality prediction.
Z. Liu, D. Zhang, W. Jia, Xianke Lin, H. Liu.
Journal of Intelligent Manufacturing, 2020

18.

Aging-aware co-optimization of battery size, depth of discharge, and energy management for plug-in hybrid electric vehicles
S. Xie, X. Hu, Q. Zhang, Xianke Lin, B. Mu, H. Ji,
Journal of Power Sources, 2020, IF: 7.19

17.

Real-time prediction of anode potential in Li-ion batteries using long short-term neural networks for lithium plating prevention.
Xianke Lin (Single Author)
Journal of The Electrochemical Society, 2019, 166 (10) A1893-A1904. IF: 3.34

16

Health Prognosis for Electric Vehicle Battery Packs: A Data-Driven Approach
X. Hu, Y. Che, Xianke Lin, Z. Deng
IEEE/ASME Transactions on Mechatronics, 2020, IF: 4.94

15.

A Review of Equalization Strategies for Series Battery Packs: Variables, Objectives, and Algorithms
F. Feng, X. Hu, J. Liu, Xianke Ln, B. Liu
Renewable & Sustainable Energy Reviews, 2019, Volume 116, IF: 10.56

14.

A framework for charging strategy optimization using a physics-based battery model
Xianke Lin, S. Wang, Y Kim
Journal of Applied Electrochemistry, 2019, 49: 779 IF: 2.19

13.

A Comparative Study of Control-Oriented Thermal Models for Cylindrical Li-Ion Batteries
X. Hu, W. Liu, Xianke Lin, Y. Xie
IEEE Transactions on Transportation Electrification, 2019, IF: 5.27

12.

On state estimation of all solid-state batteries
Y.Kim, Xianke Lin, A. Abbasalinejad, S. Kim, S. Chung
Electrochimica Acta, 2019, Volume 317, Pages 663-672. IF: 5.26

11.

Health-conscious fast charging of Li-ion batteries via a single particle model with aging mechanism
Xianke Lin, X. Hao, Z. Liu and W. Jia
Journal of Power Sources, 2018, 400: 305-316. IF: 7.19

10.

A Framework for Optimization on Battery Cycle Life
Xianke Lin, W. Lu
Journal of The Electrochemical Society, 2018, 165.14: A3380-A3388. IF: 3.34

9.

Physics-Based and Control-Oriented Modeling of Diffusion-Induced Stress in Li-Ion Batteries
Xianke Lin, X. Hao, Z. Liu and W. Jia
Journal of The Electrochemical Society, 2018, 165(10): 2255-2266. IF: 3.34

8.

A battery model that enables consideration of realistic anisotropic environment surrounding an active material particle and its application.
Xianke Lin, W. Lu
Journal of Power Sources, 2017, 357: 220-229. IF: 7.19

7.

Simulation and experiment on solid electrolyte interphase (SEI) morphology evolution and lithium-ion diffusion
P. Guan, L. Liu, Xianke Lin
Journal of The Electrochemical Society. 2015, 162(9): 1798-1808. IF: 3.34

6.

A thermal-electrochemical model that gives spatial-dependent growth of solid electrolyte interphase in a Li-ion battery
L. Liu, J. Park, Xianke Lin, A. Sastry, W. Lu
Journal of Power Sources 268 (2014): 482-490. IF: 7.19

5.

Oxygen Vacancies Lead to Loss of Domain Order, Particle Fracture, and Rapid Capacity Fade in Lithium Manganospinel (LiMn2O4) Batteries
Xiaoguang Hao, Xianke Lin, Wei Lu, and Bart M. Bartlett
ACS applied materials & interfaces 6, no. 14 (2014): 10849-10857. IF: 8.69

4.

A comprehensive capacity fade model and analysis for Li-ion batteries
Xianke Lin, Jonghyun Park, Lin Liu, Yoonkoo Lee, A. M. Sastry, and Wei Lu
Journal of The Electrochemical Society, 2013, 160, no. 10: A1701-A1710. IF: 3.34

3.

Optimization of Rule-Based Control Strategy for a Hydraulic-Electric Hybrid Light Urban Vehicle Based on Dynamic Programming
Xianke Lin, Andrej Ivanco, and Zoran Filipi
SAE International Journal of Alternative Powertrains, 1(1), 249-259, 2012.

2.

Water Fluidic Cleaning-robot
J. Liu, Z. Tong, J. Fu, Xianke Lin, J. Zhou, D. Gu
Chinese Hydraulics & Pneumatics 10 (2009)

1.

Large displacement vertical translational actuator based on piezoelectric thin films
Z. Qiu, J. Pulskamp, Xianke Lin, C. Rhee, T. Wang, R. Polcawich, K. Oldham.
Journal of Micromechanics and Microengineering 20, no. 7 (2010): 075016.

Conferences

 

20.

Energy Efficiency Enhancement of Fused Deposition Modeling Manufacturing through Development of a Computer Vision-Based Failure Detection System (Accepted)

X. Liu, Z. Chen, J. Wang, X. Zhang, S. Wang, S. Hossein, Z. Bao, Xianke Lin

13th International Conference on Applied Energy, 2021

19.

Machine Learning Based Li-Ion Battery Pack State Of Health Prediction For Multistage Charging

Jonathan Courture, Xianke Lin

13th International Green Energy Conference, July 15-18, 2021

18.

Fault Diagnosis of a Single Battery Cell Via Transfer Learning
Chukwuemeka Nwauche, Xianke Lin

13th International Green Energy Conference, July 15-18, 2021

17.

Data-Driven Anode Potential Prediction in Lithium-ion Batteries for Lithium Plating Prevention Based on Gaussian Process Regression

Kavian Khosravinia, Xianke Lin

13th International Green Energy Conference, July 15-18, 2021

16.

A Voltage Fault Detection Method Enabled by A Recurrent Neural Network and Residual Threshold Monitor for Lithium-ion Batteries

Ojo, Olaoluwa Joseph, Xianke Lin, Haoxiang Lang, and Xiaosong Hu

2021 IEEE Transportation Electrification Conference & Expo (ITEC), pp. 813-820. IEEE, 2021

15.

Eco-Driving Control of Connected and Automated Hybrid Electric Vehicles on Multi-lane Roads Using Model Predictive Control
K. Khosravinia, S. Wang, and Xianke Lin

2021 SAE Digital Summit

14.

A Voltage Fault Detection Method Enabled by A Recurrent Neural Network for Lithium-ion Batteries
J. Ojo, Xianke Lin, H. Lang

IEEE Transportation Electrification Conference and Expo 2021 

13.

A Data-Driven Power Consumption Model for Electric UAVs
X. She, Xianke Lin, H. Lang

2020 American Control Conference (ACC), pp. 4957-4962. IEEE, 2020.

12.

A Recurrent Neural Networks Approach for Estimating the Core Temperature in Lithium-Ion Batteries
J. Ojo, Xianke Lin, Haoxiang Lang, and Youngki Kim. 

2020 Canadian Society for Mechanical Engineering International Congress, Canada.

11.

Online Estimation of Diffusion-Induced Stress in Cathode Particles of Li-Ion Batteries
Xianke Lin, B. Mu

2019 IEEE 28th International Symposium on Industrial Electronics (ISIE), pp. 1983-1988. IEEE, 2019.

10.

A novel deep learning-based encoder-decoder model for remaining useful life prediction

H. Liu, Z. Liu, W. Jia, and Xianke Lin

2019 International Joint Conference on Neural Networks (IJCNN), pp. 1-8. IEEE, 2019.

9.

Optimal Design of Li-Ion Batteries for Health-Aware Fast Charging
Xianke Lin, Y. Kim

2019 Canadian Society for Mechanical Engineering International Congress, London, Canada.

8.

SDP-based energy management strategy with lithium plating prevention for PHEVs
S. Wang, Xianke Lin

2019 Canadian Society for Mechanical Engineering International Congress, London, Canada.

7.

On Simplification of a Solid-State Battery Model for State Estimation
K. Upreti, I. Oyewole, Xianke Lin, and Y. Kim

2019 IEEE Conference on Control Technology and Applications (CCTA), pp. 487-492. IEEE, 2019.

6.

A Data-Driven Thermal Fault Detection Method in Lithium-Ion Batteries
O. Ojo, Xianke Lin†, H. Lang

2019 Canadian Society for Mechanical Engineering International Congress, London, Canada.

5.

Optimal Charging of Li-Ion Batteries Based on an Electrolyte Enhanced Single Particle Model
Xianke Lin, X. Hao, Z. Liu and W. Jia

2018 Canadian Society for Mechanical Engineering International Congress, Toronto, Canada

4.

Phase-Field Simulations of Solid Electrolyte Interface Morphology Evolution
P. Guan, Xianke Lin, and L. Liu

ECS Transactions 61, no. 27 (2014): 29-41.

3.

Energy management options for an electric vehicle with hydraulic regeneration system
M. Woon, Xianke Lin, A. Ivanco, A. Moskalik, C. Gray, and Zoran Filipi,

SAE World Congress, No. 2011- 01-0868. SAE Technical Paper, 2011.

2.

Dynamics, sensing, and control of a thin-film piezoelectric vertical micro-stage
K. Oldham, Xianke Lin, Z. Qiu, T. Wang, J. Pulskamp, R. Polcawich

Dynamic Systems and Control Conference, vol. 44182, pp. 111-118. 2010.

1.

Research of biogas as fuel for internal combustion engine

Y. Jiang, S. Xiong, W. Shi, W. He, T. Zhang, Xanke Lin, Y. Gu et al

2009 Asia-Pacific Power and Energy Engineering Conference, pp. 1-4. IEEE, 2009.

Patents

  • Qian Xiaojun Lin Xianke, Xiong Shusheng, Wang Chongming, Intelligent damping locking-proof system for brake of automobile, CN101342898B

  • Fu Yuyuan, Liu Jilin, Lin Xianke, Tong Zhangqian, Zou Jun, Cleaner robot pumping, driving and cleaning method using water jet theory, CN101491424B