Yicun Huang

Postdoc at Automatic Control

Yicun Huang is a Marie Skłodowska-Curie Fellow (MSCA-IF) hosted by A/Prof. Changfu Zou in the Automatic Control research group. His research interest centers on physics-based models for electrode materials and hazardous reactions inside Li-ion battery cells. He has been involved in a project targeting diagnosing algorithms and control stragedies for avoiding thermal runaway. One highlight of his current research question is how to augment conventional, physics-based battery models by encorporating neural networks for real-time implementation.

Source: chalmers.se
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Showing 8 publications

2024

Nonlinear Model Inversion-Based Output Tracking Control for Battery Fast Charging

Yang Li, Torsten Wik, Yicun Huang et al
IEEE Transactions on Control Systems Technology. Vol. 32 (1), p. 225-240
Journal article
2023

Early prediction of battery life by learning from both time-series and histogram data

Yizhou Zhang, Torsten Wik, Yicun Huang et al
IFAC Proceedings Volumes (IFAC-PapersOnline). Vol. 56 (2), p. 3770-3775
Paper in proceeding
2023

Optimization-free fast charging for lithium-ion batteries using model inversion techniques

Yang Li, Torsten Wik, Yicun Huang et al
IFAC-PapersOnLine. Vol. 56 (2), p. 6636-6641
Paper in proceeding
2022

Optimized Rear-Axle Concept for Battery Electric Vehicles: A Show Case Study for New Suspension Development Methods

Yicun Huang, J. Köpler, A. Wagner et al
Tongji Daxue Xuebao/Journal of Tongji University. Vol. 50, p. 1-9
Journal article
2022

Control-Oriented Modeling of All-Solid-State Batteries Using Physics-Based Equivalent Circuits

Yang Li, Torsten Wik, Changjun Xie et al
IEEE Transactions on Transportation Electrification. Vol. 8 (2), p. 2080-2092
Journal article
2022

A PDE Model Simplification Framework for All-Solid-State Batteries

Yang Li, Torsten Wik, Yicun Huang et al
American Control Conference. Vol. 2022-June, p. 1775-1781
Paper in proceeding
2021

Phase field model of faceted anatase TiO2 dendrites in low pressure chemical vapor deposition

Yicun Huang, Sarah Masters, Susan Krumdieck et al
Applied Physics Letters. Vol. 119 (22)
Journal article

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Showing 3 research projects

2024–2027

Multiphysics modelling and monitoring of lithium-ion cells for next-generation management

Changfu Zou Automatic Control
Torsten Wik Automatic Control
Yicun Huang Automatic Control
Swedish Research Council (VR)

2023–2027

E-powertrain predictive maintenance using physics informed learning

Changfu Zou Automatic Control
Torsten Wik Automatic Control
Godwin Peprah Automatic Control
Albert Skegro Automatic Control
Yicun Huang Automatic Control
Xiaolei Bian Automatic Control
European Commission (EC)

2022–2024

Modelling plating morphology in lithium-ion batteries for enhanced safety

Changfu Zou Automatic Control
Torsten Wik Automatic Control
Yicun Huang Automatic Control
European Commission (EC)

1 publication exists
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