Energy Storage
- S. Qadir, Z. Chen and G. Li, Simplification of Full Homogenized Macro-Scale Model for Lithium-ion Batteries, Journal of Energy Storage, vol 46, 103801, 2022.
- X. Shu, S. Shen, J. Shen, Y. Zhang, G. Li, Z. Chen and Y. Liu, State of Health Prediction of Lithium-Ion Batteries Based on Machine Learning: Advances and Perspectives, iScience, 103265, Oct 2021.
- X. Shu, G. Li, Y. Zhang, S. Shen, Z. Chen and Y. Liu, "Stage of Charge Estimation of Lithium-Ion Battery Packs Based on Improved Cubature Kalman Filter With Long Short-Term Memory Model," in IEEE Transactions on Transportation Electrification, vol. 7, no. 3, pp. 1271-1284, Sept. 2021, doi: 10.1109/TTE.2020.3041757
- X. Shu, J. Shen, G. Li, Y. Zhang, Z. Chen and Y. Liu, A Flexible State of Health Prediction Scheme for Lithium-Ion Battery Packs with Long Short-Term Memory Network and Transfer Learning, accepted by IEEE Transactions on Transportation Electrification.
- Q. Xue, S. Shen, G. Li, Y. Zhang, Z. Chen and Y. Liu, Remaining Useful Life Prediction for Lithium-ion Batteries Based on Capacity Estimation and Box-Cox Transformation, IEEE Transactions on Vehicular Technology, Vol. 69 (12), pp. 14765 - 14779, 2020. DOI: 10.1109/TVT.2020.3039553
- J. Shen, J. Xiong, X. Shu, G. Li, Y. Zhang, Z. Chen and Y. Liu, State of Charge Estimation Framework for Lithium-ion Batteries Based on Square Root Cubature Kalman Filter under Wide Operation Temperature Range, International Journal of Energy Research. 1-16, 2020. https://doi.org/10.1002/er.6186
- M.S.S. Malik, G. Li and Z. Chen, An optimal charging algorithm to minimise solid electrolyte interface layer in lithium-ion battery, Vol 482, 228895, Journal of Power Sources, 2021. https://doi.org/10.1016/j.jpowsour.2020.228895
- X. Shu, G. Li, J. Shen Z. Lei, Z. Chen and Y. Liu, An Adaptive Multi-State Estimation Algorithm for Lithium-ion Batteries Incorporating Temperature Compensation Energy, Energy, vol 67, 118262, 2020. https://doi.org/10.1016/j.energy.2020.118262
- X. Shu, G. Li, Y. Zhang, J. Shen , Z. Chen and Y. Liu, Online diagnosis of state of health for Lithium-ion batteries based on short-term charging profiles, Journal of Power Sources, vol. 471, 228478, 2020. https://doi.org/10.1016/j.jpowsour.2020.228478
- X. Shu, G. Li J. Shen , Z. Lei , Z, Chen and Y. Liu. A Uniform Estimation Framework for State of Health of Lithium-ion Batteries Considering Feature Extraction and Parameters Optimization, Energy, vol. 204, 117957, August 2020. https://doi.org/10.1016/j.energy.2020.117957
- X. Shu, G. Li, J. Shen, W. Yan, Z. Chen and Y. Liu, An Adaptive Fusion Estimation Algorithm for State of Charge of Lithium-ion Batteries Considering Wide Operating Temperature and Degradation, Journal of Power Sources, Vol. 462, 228132, Mar. 2020. https://doi.org/10.1016/j.jpowsour.2020.228132
- J. Liu, G. Li and H. K. Fathy, An Extended Differential Flatness Approach for the Health-Conscious Nonlinear Model Predictive Control of Lithium-Ion Batteries,IEEE Transactions on Control Systems Technology, vol. 25 (5), pp. 1882 - 1889, 2017. DOI: 10.1109/TCST.2016.2624143
- J. Liu, G. Li and H. K. Fathy, A computationally efficient approach for optimizing lithium-ion battery charging, ASME Journal of Dynamic Systems, Measurement, and Control, Feb, 2016.
- J. Liu, G. Li and H. K. Fathy, Efficient Lithium-ion Battery Model Predictive Control Using Differential Flatness-Based Pseudospectral Methods, Proceedings of ASME 2015 Dynamic Systems and Control Conference, Columbus, Ohio, USA, October 28-30, 2015.
- H. K. Fathy and G. Li, First Observations from a Partially Inverted System Dynamics Course, American Control Conference, 2015.
- J. Liu, G. Li, H. K. Fathy, S. Brennan and J. Anstrom, Exploiting differential atness and pseudospectral optimization to improve the computational efficiency of health-conscious Lithium-ion battery control, ECS conference, Cancun, Mexico, 2014.