Author

Chang-Fu Zou

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Preprint Sep 2026

Timescale-aware surrogate-assisted multi-objective optimization of battery cell design for energy density, fast charging, and degradation

Battery cell design must balance energy density, fast charging, and degradation, yet these metrics evolve over different time scales and are costly to optimize jointly. We develop a timescale-aware surrogate-assisted framework that evaluates beginning-of-life volumetric energy density and 10--80% charging time together...

Qing-Bo Zhu, Chang-Fu Zou, Yicun Huang et al. · 0 citations

Preprint Sep 2026

RFSR-MI-MPC: Ranking-Based Feasible-Set Restriction for Real-Time Control of Reconfigurable Battery Packs

A ranked-prefix feasible-set restriction is proposed for real-time mixed-integer model predictive control of series-connected reconfigurable battery packs with per-cell bypass switching. Cells are ordered at each sampling instant by a one-step objective-informed suitability score, and the engagement variables are const...

Albert Škegro, Quan Ouyang, Torsten Wik et al. · 0 citations

Open access Aug 2026

Quantifying the impact of cell-to-cell inconsistency on electric vehicle battery degradation and utilization

Enhancing utilization rates of battery systems in electric vehicles (EVs) substantially benefits economic efficiency and environmental sustainability. However, cell-to-cell inconsistency remains a critical barrier to fully realizing these advantages, and its system-level impact under real-world EV operation is still...

Litao Zhou, Xiaolei Bian, Yi-Zhou Zhang et al. · Nature Energy · 0 citations