Selected Publications
? B. Zhou, G. Fan#, Y. Wang, Y. Liu, S. Chen, Z. Sun, C. Meng, J. Yang, X. Zhang. Life-extending optimal charging for lithium-ion batteries based on a multi-physics model and model predictive control. Applied Energy 361 (2024): 122918.
? G. Fan, J. Li, Z. Sun, Y. Liu, and X. Zhang. "Battery capacity estimation based on a co-learning framework with few-labeled and noisy data." Journal of Power Sources 600 (2024): 234263.
? Y. Wang, B. Zhou, Y. Liu, Z. Sun, S. Chen, B. Guo, J. Huang, Y. Chen, G. Fan#, and Xi Zhang. "A reduced-order electrochemical battery model for wide temperature range based on Pareto multi-objective parameter identification method." Journal of Energy Storage 84 (2024): 110876.
? C. Shun, G. Fan#, Y. Wang, B. Zhou, S. Ye, Y. Liu, B. Guo, C. Zhu, and X. Zhang. "The impact of intermittent overcharging on battery capacity and reliability: Electrochemical performance analysis and failure prediction." Journal of Power Sources 591 (2024): 233800.
? G. Li, G. Fan, X. Zhang, J. Han, Y. Wang, Y. Liu, L. Jia, B. Guo, C. Zhu, and M. He. "Modeling of an all-solid-state battery with a composite positive electrode." eTransportation (2024): 100315.
? Y. Liu, G. Fan#, B. Zhou, S. Chen, Z. Sun, Y. Wang, and X. Zhang. "Rapid and flexible battery capacity estimation using random short-time charging segments based on residual convolutional networks." Applied Energy 351 (2023): 121925.
? M. Gianluca, Z. Zhu, P. B. Ringler, G. Fan, and M. Canova. "Model Order Reduction of the Doyle-Fuller-Newman Model via Proper Orthogonal Decomposition and Optimal Collocation." In 2023 IEEE Vehicle Power and Propulsion Conference (VPPC), pp. 1-6. IEEE, 2023.
? G. Fan, D. Lu, M. S. Trimboli, G. Plett, C. Zhu, and X. Zhang. "Nondestructive diagnostics and quantification of battery aging under different degradation paths." Journal of Power Sources 557 (2023): 232555.
? G. Fan, and X. Zhang. "Battery capacity estimation using 10-second relaxation voltage and a convolutional neural network." Applied Energy 330 (2023): 120308.
? J. Zhu, Z. Huang, J. Li, Y. Gao, X. Zhang, and G. Fan#. "A framework for lossy compression and recovery of battery cell voltage." IFAC-PapersOnLine 56, no. 2 (2023): 6105-6110.
? J. Li, J. Zhu, Z. Huang, G. Fan#, and X Zhang. "A Contrastive Learning Battery State of Health Estimation Method Based on Self-supervised Aging Representation." IFAC-PapersOnLine 56, no. 2 (2023): 6130-6135.
? Y. Gao, G. Plett, G. Fan, and X. Zhang. "Enhanced state-of-charge estimation of LiFePO4 batteries using an augmented physics-based model." Journal of Power Sources 544 (2022): 231889.
? C. Zhu, L.Du, B. Guo, G. Fan, F. Lu, H. Zhang, K. Liu, and X. Zhang. "Internal Heating Techniques for Lithium-ion Batteries at Cold Climates: An Overview for Automotive Applications." IEEE Transactions on Transportation Electrification (2022).
? D. Lu, M. S. Trimboli, G. Fan, Y. Wang, and G. Plett. "Nondestructive EIS testing to estimate a subset of physics-based-model parameter values for lithium-ion cells." Journal of The Electrochemical Society 169, no. 8 (2022): 080504.
? C. Zhu, J.Han, B. Guo, G. Fan, and X. Zhang. "A Split-Source Self-Heater for Automotive Batteries Based on Traction Drive Reconfiguration." IEEE Journal of Emerging and Selected Topics in Industrial Electronics 4, no. 1 (2022): 188-197.
? Y. Gao, C. Liu, S. Chen, X. Zhang, G. Fan, and C. Zhu. "Development and parameterization of a control-oriented electrochemical model of lithium-ion batteries for battery-management-systems applications." Applied Energy 309 (2022): 118521.
? D. Lu, M.S. Trimboli, G. Fan, R. Zhang, G. Plett, Nondestructive Pulse Testing to Estimate a Subset of Physics-Based-Model Parameter Values for Lithium-Ion Cells, Journal of The Electrochemical Society, 168, 080533
? D. Lu, M.S. Trimboli, G. Fan, R. Zhang, G. Plett, Implementation of a Physics-Based Model for Half-Cell Open-Circuit Potential and Full-Cell Open-Circuit Voltage Estimates, Part I: Processing Half-Cell Data, Journal of The Electrochemical Society, 2021, 168(7), 070532.
? D. Lu, M.S. Trimboli, G. Fan, R. Zhang, G. Plett, Implementation of a Physics-Based Model for Half-Cell Open-Circuit Potential and Full-Cell Open-Circuit Voltage Estimates, Part II: Processing Full-Cell Data, Journal of The Electrochemical Society, 2021, 168(7), 070533.
? G. Fan, X. Li, R. Zhang, Global Sensitivity Analysis on Temperature-Dependent Parameters of A Reduced-Order Electrochemical Model And Robust State-of-Charge Estimation at Different Temperatures, Energy, 223, 120024, 2021.
? G. Fan. Systematic Parameter Identification of A Control-Oriented Electrochemical Battery Model and Its Application for State of Charge Estimation at Various Operating Conditions, Journal of Power Sources, 470, 228153, 2020.
? G. Fan, X. Li, M. Canova, A Reduced-Order Electrochemical Model of Li-ion Batteries for Control and Estimation Applications, IEEE Transactions on Vehicular Technology, 67(1), 76-91, 2018.
? X. Li, G. Fan, K. Pan, G. Wei, C. Zhu, G. Rizzoni, M. Canova, A Physics-based Fractional Order Model and State of Energy Estimation for Lithium ion Batteries. Part I: Model Development and Observability Analysis, Journal of Power Sources, 367, 187-201, 2017.
? X. Li, K. Pan, G. Fan, G. Wei, C. Zhu, G. Rizzoni, M. Canova, A Physics-based Fractional Order Model and State of Energy Estimation for Lithium ion Batteries. Part II: Parameter Identification and State of Energy Estimation for LiFePO4 Battery, Journal of Power Sources, 367, 202-213, 2017.
? G. Fan, K. Pan, G.L. Storti, M. Canova, J. Marcicki, X.G. Yang, A Reduced-Order Multi-Scale, Multi-Dimensional Model for Performance Prediction of Large-Format Li-Ion Cells, Journal of The Electrochemical Society, 164(2), A252– A264, 2017.
? X. Li, G. Fan, G. Rizzoni, M. Canova, C. Zhu, G. Wei, A Simplified Multi-Particle Model for Lithium Ion Batteries via a Predictor-Corrector Strategy and Quasi-Linearization, Energy, 116(1), 154 –169, 2016.
? G. Fan, K. Pan, M. Canova, J. Marcicki, X.G. Yang, Modeling of Li-Ion Cells for Fast Simulation of High C-Rate and Low Temperature Operations, Journal of The Electrochemical Society, 163(5), A666 – A676, 2016.
? A. Cordoba-Arenas, S. Onori, G. Rizzoni, G. Fan, Aging Propagation in Advanced Battery Systems: Preliminary Results, IFAC-PapersOnLine, 46.21, 313-318, 2013.
? C. Zhu, X. Li, R. Lu, J. Xu, G. Fan, A comparative study of three electrochemical battery models with different operating conditions, IEEE ITEC Asia-Pacific, 2017.
? P. Brodsky, G. Fan, M. Canova, Battery Pack Design and Optimization for the OSU Buckeye Current 2016 Electric Racing Motorcycle, In Proceedings of 2016 International Conference on Electrical Systems for Aircraft, Railway, Ship Propulsion and Road Vehicles & International Transportation Electrification Conference (ESARS-ITEC), 2016.
? G. Fan, K. Pan, M. Canova, A Comparison of Model Order Reduction Techniques for Electrochemical Characterization of Lithium-ion Batteries, In Proceedings of IEEE Conference on Decision and Control, 2015.
? G. Fan, M. Canova, Model Order Reduction for an Electrochemical Lithium-ion Battery Model Using Galerkin method, In Proceedings of ASME Dynamic Systems and Control Conference, 2015.
? G. Fan, A. Bartlett, K. Pan, M. Canova and G. Rizzoni. Electrochemical-Thermal Modeling of Li-Ion Battery Packs. In Proceedings of ASME Dynamic Systems and Control Conference, 2014.
