3 papers
eess.SY2026
Estimation of Cell-to-Cell Variation and State of Health for Battery Modules with Parallel-Connected Cells
Qinan Zhou, Jing Sun
Estimating cell-to-cell variation (CtCV) and state of health (SoH) for battery modules composed of parallel-connected cells is challenging when only module-level signals are measur…
eess.SY2026
Battery State of Health Estimation and Incremental Capacity Analysis under Dynamic Charging Profile Using Neural Networks
Qinan Zhou, Gabrielle Vuylsteke, R. Dyche Anderson +1
Incremental capacity analysis (ICA) and differential voltage analysis (DVA) are two effective approaches for battery degradation monitoring. One limiting factor for their real-worl…
physics.comp-ph2025
Insights into dendritic growth mechanisms in batteries: A combined machine learning and computational study
Zirui Zhao, Junchao Xia, Si Wu +5
In recent years, researchers have increasingly sought batteries as an efficient and cost-effective solution for energy storage and supply, owing to their high energy density, low c…