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

S. Wang, Xianke Lin
Applied Energy, 2020


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


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


Ensemble Reinforcement Learning-Based Supervisory Control of Hybrid Electric Vehicle for Fuel Economy Improvement
Xu, B., Hu, X., Tang, Xianke Lin, X., Li, H., Rathod, D., & Filipi, Z.
IEEE Transactions on Transportation Electrification, 2020


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


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


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


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


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 IF: 8.7


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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.


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


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.



  • Xu Ting Pamela She, Xianke Lin, Haoxiang Lang, A Data-Driven Power Consumption Model for Electric UAVs, 2020 American Control Conference, [Accepted]

  • Xianke Lin, Bingxiang Mu, Online Estimation of Diffusion-Induced Stress in Cathode Particles of Li-Ion Batteries, 28th International Symposium on Industrial Electronics, 2019, Vancouver, Canada,

  • Hui Liu, Zhenyu Liu, Weiqiang Jia and Xianke Lin, A Novel Deep Learning-Based Encoder-Decoder Model for Remaining Useful Life Prediction, The 2019 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, 2019.

  • Kushagra Upreti, Isaiah Oyewole, Xianke Lin, Youngki Kim, Simplification of a Solid-State Battery Model for State Estimation. 2019 IEEE Conference on Control Technology and Applications, Hongkong, China

  • Xianke Lin, Youngki Kim, Optimal Design of Li-Ion Batteries for Health-Aware Fast Charging. CSME 2019 International Congress, Toronto, Canada.

  • Siyang Wang, Xianke Lin, SDP-based energy management strategy with lithium plating prevention for PHEVs. CSME 2019 International Congress, Toronto, Canada.

  • Olaoluwa Joseph Ojo, Xianke Lin, Haoxiang Lang, A Data-Driven Thermal Fault Detection Method in Lithium-Ion Batteries. CSME 2019 International Congress, Toronto, Canada.

  • Xianke Lin, Xiaoguang Hao, Zhenyu Liu and Weiqiang Jia. (2018). Optimal Charging of Li-Ion Batteries Based on an Electrolyte Enhanced Single Particle Model. proceedings of the 2018 CSME international congress. CSME 2018 International Congress, Toronto, Canada

  • Pengjian Guan, Xianke Lin, and Lin Liu. “Phase-Field Simulations of Solid Electrolyte Interface Morphology Evolution.” ECS Transactions 61, no. 27 (2014): 29-41.

  • X. Lin, J. Park, and W. Lu. (2014). The impact of fracture on Li-ion batteries. The 17th U. S. National Congress on Theoretical and Applied Mechanics, East Lansing, United States, Poster

  • Lin, Xianke, Lin Liu, and Pengjian Guan. (2014). Phase Field Modeling of SEI layer morphology in Li-Ion Batteries. 225th ECS Meeting

  • J. Park, Y.-K. Lee, X. Lin, A.M. Sastry, and W. Lu, “Numerical and experimental study of temperature distribution on a large-format cell”, Battery Congress 2013, Michigan State University, MI (April 15-16, 2013)

  • Xianke Lin, Andrej Ivanco, and Zoran Filipi. (2012). Optimization of Rule-Based Control Strategy for a Hydraulic-Electric Hybrid Light Urban Vehicle Based on Dynamic Programming. SAE International Journal of Alternative Powertrains. SAE World Congress (This paper was promoted from Conference paper to Journal paper), (249-259),

  • Michael Woon, Xianke Lin, Andrej Ivanco, Andrew Moskalik, Charles Gray, and Zoran Filipi. Energy management options for an electric vehicle with hydraulic regeneration system. No. 2011- 01-0868. SAE Technical Paper, 2011.

  • Kenn Oldham, Xianke Lin, Zhen Qiu, Thomas Wang, Jeffrey S. Pulskamp, and Ronald G. Polcawich. “Dynamics, Sensing, and Control of a Thin-Film Piezoelectric Vertical Micro-Stage.” In ASME 2010 Dynamic Systems and Control Conference, pp. 111-118. American Society of Mechanical Engineers, 2010.

  • Jiang, Y. H., Xiong, S. S., Shi, W., He, W. H., Zhang, T., Lin, X. K., … & Wang, C. M. (2009, March). Research of biogas as fuel for internal combustion engine. In 2009 Asia-Pacific Power and Energy Engineering Conference (pp. 1-4). IEEE.




  • 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