Changfu Zou
Assistant Professor at
Chalmers, Electrical Engineering, Systems and control, Automatic Control
Changfu Zou is an Assistant Professor in the automatic control research group. His research interests include modeling and control of energy storage systems and electric transport, with the aim to improve their efficiency, safety and sustainability. He is currently involved in several research projects about lithium-ion battery management for automotive application. His work is in close collaboration with industry such as Volvo Cars and Volvo AB, and is mainly funded by Swedish Energy Agency, Vinnova, Swedish Electromobility Center, and Chalmers foundation.He was a Postdoctoral Researcher in the same group at Chalmers. He obtained the B.E. degree from Beijing Institute of Technology in 2011 and the PhD degree from University of Melbourne in 2017. In 2015-2016, he was a visiting student researcher at University of California Berkeley.
Source: chalmers.se
Showing 22 publications
2019
A novel framework for Lithium-ion battery modeling considering uncertainties of temperature and aging
Xiaopeng Tang, Yujie Wang, Changfu Zou et al
Energy Conversion and Management. Vol. 180, p. 162-170
Journal article
2019
Load-responsive model switching estimation for state of charge of lithium-ion batteries
Xiaopeng Tang, Furong Gao, Changfu Zou et al
Applied Energy. Vol. 238, p. 423-434
Journal article
2019
State-of-health estimation for Li-ion batteries by combing the incremental capacity analysis method with grey relational analysis
Xiaoyu Li, Zhenpo Wang, Lei Zhang et al
Journal of Power Sources. Vol. 410-411, p. 106-114
Journal article
2019
Kalman filter for adaptive learning of two-dimensional look-up tables applied to OCV-curves for aged battery cells
Anton Klintberg, Changfu Zou, B. Fridholm et al
Control Engineering Practice. Vol. 84, p. 230-237
Journal article
2019
Advanced Vehicle State Monitoring: Evaluating Moving Horizon Estimators and Unscented Kalman Filter
Wenliang Zhang, Zhenpo Wang, Changfu Zou et al
IEEE Transactions on Vehicular Technology. Vol. 68 (6), p. 5430-5442
Journal article
2019
Load-responsive model switching estimation for state of charge of lithiumion batteries
Xiaopeng Tang, Furong Gao, Changfu Zou et al
Applied Energy. Vol. 238, p. 423-434
Journal article
2018
Random forest regression for online capacity estimation of lithium-ion batteries
Yi Li, Changfu Zou, Maitane Berecibar et al
Applied Energy. Vol. 232, p. 197-210
Journal article
2018
Comparative study of methods for integrated model identification and state of charge estimation of lithium-ion battery
Zhongbao Wei, Jiyun Zhao, Changfu Zou et al
Journal of Power Sources. Vol. 402, p. 189-197
Journal article
2018
A review of fractional-order techniques applied to lithium-ion batteries, lead-acid batteries, and supercapacitors
Changfu Zou, Lei Zhang, Xiaosong Hu et al
Journal of Power Sources. Vol. 390, p. 286-296
Review article
2018
Co-Estimation of State of Charge and State of Health for Lithium-Ion Batteries Based on Fractional-Order Calculus
Xiaosong Hu, Hao Yuan, Changfu Zou et al
IEEE Transactions on Vehicular Technology. Vol. 67 (11), p. 10319-10329
Journal article
2018
Charging pattern optimization for lithium-ion batteries with an electrothermal-aging model
Kailong Liu, Changfu Zou, Kang Li et al
IEEE Transactions on Industrial Informatics. Vol. 14 (12), p. 5463-5474
Journal article
2018
Electrochemical estimation and control for lithium-ion battery health-aware fast charging
Changfu Zou, Xiaosong Hu, Zhongbao Wei et al
IEEE Transactions on Industrial Electronics. Vol. 65 (8), p. 6635-6645
Journal article
2018
Online model identification and state-of-charge estimate for lithium-ion battery with a recursive total least squares-based observer
Zhongbao Wei, Changfu Zou, Feng Leng et al
IEEE Transactions on Industrial Electronics. Vol. 65 (2), p. 1336-1346
Journal article
2018
Nonlinear fractional-order model based battery state estimation with guaranteed robustness and stability
Changfu Zou, Xiaosong Hu, Satadru Dey et al
IEEE Transactions on Industrial Electronics. Vol. 65 (7), p. 5951-5961
Journal article
2018
Power capability prediction for lithium-ion batteries using economic nonlinear model predictive control
Changfu Zou, Anton Klintberg, Zhongbao Wei et al
Journal of Power Sources. Vol. 396, p. 580-589
Journal article
2018
A fast estimation algorithm for lithium-ion battery state of health
Xiaopeng Tang, Changfu Zou, Ke Yao et al
Journal of Power Sources. Vol. 396, p. 453-458
Journal article
2017
Real-time monitoring of capacity loss for vanadium redox flow battery
Zhongbao Wei, Arjun Bhattarai, Changfu Zou et al
Journal of Power Sources. Vol. 390, p. 261-269
Journal article
2017
Technological Developments in Batteries: A Survey of Principal Roles, Types, and Management Needs
Xiaosong Hu, Changfu Zou, Caiping Zhang et al
IEEE Power and Energy Magazine. Vol. 15 (5), p. 20-31
Journal article
2017
Model Predictive Control for Lithium-Ion Battery Optimal Charging
Changfu Zou, Chris Manzie, Dragan Nesic
IEEE/ASME Transactions on Mechatronics. Vol. 23 (2), p. 947-957
Journal article
2017
Electrothermal dynamics-conscious lithium-ion battery cell-level charging management via state-monitored predictive control
Changfu Zou, Xiaosong Hu, Zhongbao Wei et al
Energy. Vol. 141, p. 250-259
Journal article
2016
Multi-time-scale observer design for state-of-charge and state-of-health of a lithium-ion battery
Changfu Zou, Chris Manzie, Dragan Nesic
Journal of Power Sources. Vol. 335, p. 121-130
Journal article
2016
A framework for simplification of PDE-based lithium-ion battery models
Changfu Zou, Chris Manzie, Dragan Nesic
IEEE Transactions on Control Systems Technology. Vol. 24 (5), p. 1594-1609
Journal article
Showing 7 research projects
2019–2022
System-Of-Systems for efficient Emergency Response and Urban Mobility (SoSER)
Xiaobo Qu
GeoEngineering
Jie Zhu
GeoEngineering
Christos Dimitrakakis
Data Science
Ivana Tasic
GeoEngineering
Changfu Zou
Automatic Control
VINNOVA
2019–2022
Holistic and integrated emergency management technology & equipment in the event of traffic accidents
Xiaobo Qu
GeoEngineering
Ivana Tasic
GeoEngineering
Shuaian Wang
Unknown organization
Changfu Zou
Automatic Control
Jie Zhu
GeoEngineering
Chinese Ministry of Science and Technology
VINNOVA
2019–2021
Optimal control of intelligent electric vehicles for a fossil free, safe and efficient transport system
Xiaobo Qu
GeoEngineering
Changfu Zou
Automatic Control
Chalmers Library
2018–2019
Optimal usage of vehicle battery by multi-scale modelling
Patrik Johansson
Condensed Matter Physics
Torsten Wik
Automatic Control
Changfu Zou
Automatic Control
Swedish Electromobility Centre
Chalmers
2017–2019
Battery Management
Torsten Wik
Automatic Control
Changfu Zou
Automatic Control
Patrik Johansson
Condensed Matter Physics
Anton Klintberg
Automatic Control
Chalmers
2017–2020
More efficient and health conscious usage of lithium ion batteries by adaptive modeling
Torsten Wik
Automatic Control
Patrik Johansson
Condensed Matter Physics
Changfu Zou
Automatic Control
Lukas Wikander
Automatic Control
Swedish Energy Agency
2017–2020
Effektivare och skonsammare användning av litiumjonbatterier genom adaptiv modellering
Torsten Wik
Automatic Control
Anton Klintberg
Automatic Control
Changfu Zou
Automatic Control
Swedish Energy Agency
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