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eess.SY2023
Analysis of potential lifetime extension through dynamic battery reconfiguration
Albert Skegro, Changfu Zou, Torsten Wik
Growing demands for electrification result in increasingly larger battery packs. Due to factors such as cell position in the pack and variations in the manufacturing process, the p…
cs.LG2023
MINN: Learning the dynamics of differential-algebraic equations and application to battery modeling
Yicun Huang, Changfu Zou, Yang Li +1
The concept of integrating physics-based and data-driven approaches has become popular for modeling sustainable energy systems. However, the existing literature mainly focuses on t…
eess.SP2023
Battery Capacity Knee-Onset Identification and Early Prediction Using Degradation Curvature
Huang Zhang, Faisal Altaf, Torsten Wik
Abrupt capacity fade can have a significant impact on performance and safety in battery applications. To address concerns arising from possible knee occurrence, this work aims for…