Widanalage Dhammika Widanage

A Data-Driven Approach With Uncertainty Quantification for Predicting Future Capacities and Remaining Useful Life of Lithium-ion Battery

Kailong Liu, Yunlong Shang, Quan Ouyang et al. · IEEE Transactions on Industrial Electronics · 2020 · 747 citations · Full text

Engineering, Machine Learning, Life Prediction +25

Development of Experimental Techniques for Parameterization of Multi-scale Lithium-ion Battery Models

Chang‐Hui Chen, Ferran Brosa Planella, Kieran O’Regan et al. · Journal of The Electrochemical Society · 2020 · 526 citations · Full text

Engineering, Electrode-electrolyte Interface, Chemical Engineering +20

A Comparison between Electrochemical Impedance Spectroscopy and Incremental Capacity-Differential Voltage as Li-ion Diagnostic Techniques to Identify and Quantify the Effects of Degradation Modes within Battery Management Systems

Carlos Pastor-Fernández, Kotub Uddin, Gaël Chouchelamane et al. · Journal of Power Sources · 2017 · 525 citations · Full text

Engineering, Longevity, Degradation Modes +16

Gaussian Process Regression With Automatic Relevance Determination Kernel for Calendar Aging Prediction of Lithium-Ion Batteries

Kailong Liu, Yi Li, Mattin Lucu et al. · IEEE Transactions on Industrial Informatics · 2019 · 362 citations · Full text

Calendar Aging Prediction, Machine Learning, Battery Calendar +20

Battery digital twins: Perspectives on the fusion of models, data and artificial intelligence for smart battery management systems

Billy Wu, Widanalage Dhammika Widanage, Shichun Yang et al. · Energy and AI · 2020 · 348 citations · Full text