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Ontario Tech acknowledges the lands and people of the Mississaugas of Scugog Island First Nation.

We are thankful to be welcome on these lands in friendship. The lands we are situated on are covered by the Williams Treaties and are the traditional territory of the Mississaugas, a branch of the greater Anishinaabeg Nation, including Algonquin, Ojibway, Odawa and Pottawatomi. These lands remain home to many Indigenous nations and peoples.

We acknowledge this land out of respect for the Indigenous nations who have cared for Turtle Island, also called North America, from before the arrival of settler peoples until this day. Most importantly, we acknowledge that the history of these lands has been tainted by poor treatment and a lack of friendship with the First Nations who call them home.

This history is something we are all affected by because we are all treaty people in Canada. We all have a shared history to reflect on, and each of us is affected by this history in different ways. Our past defines our present, but if we move forward as friends and allies, then it does not have to define our future.

Learn more about Indigenous Education and Cultural Services


Xianke Lin
BEng, PhD, (University of Michigan-Ann Arbor), PEng

Associate Professor

Department of Automotive and Mechatronics Engineering

Faculty of Engineering and Applied Science

Contact information

2000 Simcoe Street North
Oshawa, Ontario L1G 0C5
Office: ENG 2022

905.721.8668 ext. 2819
905.721.3370 (fax)

Research topics

  • Energy storage systems
  • Renewable energies
  • Hybrid electric vehicle design and control
  • Multiscale/multiphysics modeling and optimization
  • Power electronics control and AC motor optimal control
  • Vehicle active safety/automated driving


  • PhD (Mechanical Engineering), University of Michigan- Ann arbor, US, 2014
  • BEng (Mechanical Engineering), Zhejiang University, China, 2009

Publications and presentations

  • Selected publications and presentations


    Please visit my website for an up-to-date  publication list
    • S. Wang, Xianke Lin, Eco-driving control of connected and automated hybrid vehicles in mixed driving scenarios, Applied Energy, 2020
    • I. Oyewole, K. Kwak, Y. Kim, Xianke Lin, Optimal Discretization Approach to the Enhanced Single Particle Model for Li-ion Batteries, IEEE Transactions on Transportation Electrification, 2020
    • R. Du, X. Hu, S. Xie, L. Hu, Z. Zhang, Xianke Lin, Battery aging-and temperature-aware predictive energy management for hybrid electric vehicles, Journal of Power Sources, 2020
    • H. Liu, Z., W. Jia, Xianke Lin, Remaining Useful Life Prediction Using A Novel Feature-attention Based End-to-end Approach, IEEE Transactions on Industrial Informatics, 2020
    • S. Xie, S. Qi, K. Lang, X. Tang, Xianke Lin, Coordinated Management of Connected Plug-in Hybrid Buses for Energy Saving, Inter-Vehicle Safety, and Battery Health, Applied Energy, 2020
    • H. Pei, X. Hu, Y. Yang, H. Peng, L. Hu, Xianke Lin, Designing Multi-Mode Power Split Hybrid Electric Vehicles Using the Hierarchical Topological Graph Theory, IEEE Transactions on Vehicular Technology, 2020
    • O. Ojo, H. Lang, Y. Kim, X. Hu, B. Mu, Xianke Lin, A Neural Network-based Method for Thermal Fault Detection in Lithium-Ion Batteries, IEEE Transactions on Industrial Electronics, 2020
    • X. Hu, X. Zhang, X. Tang, Xianke Lin, Model predictive control of hybrid electric vehicles for fuel economy, emission reduction, and inter-vehicle safety in the car-following scenario, Energy, 2020
    • X. Hu, K. Zhang, K. Liu, Xianke Lin, S. Dey, S. Onori, Advanced Fault Diagnosis for Lithium-Ion Battery Systems, IEEE Industrial Electronics Magazine, 2020
    • H. Lin, X. Hu, Y. Che, F. Fei, Xianke Lin, Z. Zhang, Reliable State of Charge Estimation of Battery Packs Using Fuzzy Adaptive Federated Filter Under Various Cell Inconsistencies, Applied Energy, 2020
    • Z. Liu, D. Zhang, W. Jia, Xianke Lin, H. Liu, An adversarial bidirectional serial–parallel LSTM-based QTD framework for product quality prediction, Journal of Intelligent Manufacturing, 2020
    • Xianke Lin. (2019). Real-time prediction of anode potential in Li-ion batteries using long short-term neural networks for lithium plating prevention. Journal of the Electrochemical Society.
    • Youngki Kima, Xianke Lin, Armin Abbasalinejadc, Sun Ung Kimc, Seung Hyun Chung. (2019) On State Estimation of All Solid-State Batteries. Electrochimica.
    • Xianke Lin, Siyang Wang, Youngki Kim. (2019) A framework for charging strategy optimization using a physics-based battery model, Journal of Applied Electrochemistry.
    • Xianke Lin, Xiaoguang Hao, Zhenyu Liu and Weiqiang Jia. (2018). Health conscious fast charging of Li-ion batteries via a single particle model with aging mechanisms. Journal of Power Sources. 400: 305-316.
    • Xianke Lin, Wei Lu. (2018). A Framework for Optimization on Battery Cycle Life. Journal of The Electrochemical Society165.14: A3380-A3388.
    • Xianke Lin, Xiaoguang Hao, Zhenyu Liu and Weiqiang Jia. (2018). Physics-Based and Control-Oriented Modeling of Diffusion-Induced Stress in Li-Ion Batteries. Journal of The Electrochemical Society. 165(10): 2255-2266.
    • Xianke Lin, W. Lu. A battery model that enables consideration of realistic anisotropic environment surrounding an active material particle and its application. Journal of Power Sources 357 (2017): 220-229.
    • Lin Liu, Jonghyun Park, Xianke Lin, Ann Marie Sastry, and Wei Lu. "A thermal-electrochemical model that gives spatial-dependent growth of solid electrolyte interphase in a Li-ion battery." Journal of Power Sources 268 (2014): 482-490.
    • Pengjian Guan, Xianke Lin, and Lin Liu. "Phase-Field Simulations of Solid Electrolyte Interface Morphology Evolution." ECS Transactions 61, no. 27 (2014): 29-41.
    • Xiaoguang Hao, Xianke Lin, Wei Lu, and Bart M. Bartlett. "Oxygen Vacancies Lead to Loss of Domain Order, Particle Fracture, and Rapid Capacity Fade in Lithium Manganospinel (LiMn2O4) Batteries." ACS applied materials & interfaces 6, no. 14 (2014): 10849-10857.
    • Xianke Lin, Jonghyun Park, Lin Liu, Yoonkoo Lee, A. M. Sastry, and Wei Lu. "A comprehensive capacity fade model and analysis for li-ion batteries." Journal of The Electrochemical Society 160, no. 10 (2013): A1701-A1710.
    • Xianke Lin, Andrej Ivanco, and Zoran Filipi. Optimization of Rule-Based Control Strategy for a Hydraulic-Electric Hybrid Light Urban Vehicle Based on Dynamic Programming. SAE International Journal of Alternative Powertrains, 1(1), 249-259, 2012.
    • Jilin Liu, Zhangqian Tong, Jingyuan Fu, Xianke Lin, Jun Zhou, and Daqiang Gu. "Water Fluidic Cleaning-robot." Chinese Hydraulics & Pneumatics 10 (2009): 014.
    • Zhen Qiu, Jeffrey S. Pulskamp, Xianke Lin, Choong-Ho Rhee, Thomas Wang, Ronald G. Polcawich, and Kenn Oldham. "Large displacement vertical translational actuator based on piezoelectric thin films." Journal of Micromechanics and Microengineering 20, no. 7 (2010): 075016.


    • 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
    • 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.
    • K. Oldham, X. Lin, Z. Qiu, T. Wang, J. Pulskamp, and R. 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.
    • X. Lin, J. Park, and W. Lu, “The impact of fracture on Li-ion batteries”, The 17th U. S. National Congress on Theoretical and Applied Mechanics, Michigan State University, East Lansing, MI (June 15-20, 2014)
    • 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)