研究领域

新能源车辆混合驱动与能量管理、智能网联车辆系统动力学与智能化控制，主要为车辆混合驱动系统控制技术、网联车辆智能化控制、电气化交通与电网集成(V2G"科研项目：
自然科学基金、中德联合自然科学基金重点项目、电动汽车与可再生能源融合的多元建模与优化技术（主持）；
陆军装备部、某重点科研项目、某轻型通用平台新型动力源集成化项目（主持）；
国防基础科研重点项目、多动力源车辆驱动系统及其控制仿真技术（主持）；
国家自然科学基金面上项目、混合动力履带车辆数据驱动的建模与最优控制研究（主持）；
“新能源车辆及运用”学科国际化合作（主持）；
能源基金国际项目、规模电动汽车技术成熟度和能效分析评价（主持）"

近期论文

代表性论文：
1. Du Guodong, Zou Yuan, Zhang Xudong, Liu Teng, Wu Jinlong, He Dingbo. Deep reinforcement learning based energy management for a hybrid electric vehicle. Energy. 2020
2. Guo Ningyuan, Basilio Lenzo, Zhang Xudong, Zou Yuan, Zhai Ruiqing, Zhang Tao. A Real-Time Nonlinear Model Predictive Controller for Yaw Motion Optimization of Distributed Drive Electric Vehicles. IEEE Transactions on Vehicular Technology. 2020
3. Zhang Xudong, Zhang Tao, Zou Yuan, Du Guodong, Guo Ningyuan. Predictive Eco-Driving Application Considering Real-World Traffic Flow. IEEE Access.2020
4. Wu Jinlong, Zou Yuan, Zhang Xudong, Du Guodong, Zou Runnan. A Hierarchical Energy Management for Hybrid Electric Tracked Vehicle Considering Velocity Planning with Pseudospectral Method IEEE Transactions on Transportation Electrification. 2020
5. Chen Shaolong, Zou Yuan, Zhang Xudong. An Efficient Method for Hopf Bifurcation Control in Fractional-Order Neuron Model IEEE Acces. 2019
6. Du Guodong, Zou Yuan, Zhang Xudong, Kong Zehui, Wu Jinlong, He Dingbo. Intelligent energy management for hybrid electric tracked vehicles using online reinforcement learning Applied Energy. 2019
7. Wei Shouyang, Zou Yuan, Zhang Xudong, Zhang Tao, Li Xiaoliang. An Integrated Longitudinal and Lateral Vehicle Following Control System With Radar and Vehicle-to-Vehicle Communication. IEEE Transactions on Vehicular Technology. 2019
8. Zhang Xudong, Zou Yuan, Fan Jie, Guo Hongwei. Usage pattern analysis of Beijing private electric vehicles based on real-world data. Energy. 2019
9. Gong Huiming, Zou Yuan, Yang Qingkai, Fan Jie, Sun Fengchun, Dietmar Goehlich Generation of a driving cycle for battery electric vehicles：A case study of Beijing. Energy.2018
10. Gao wei,Zou Yuan,Sun Fengchun,Yu Yang,Shen Feng. Data pieces-based parameter identification for lithium-ion battery Journal of Power Sources
11. Yuan Zou,Teng Liu, Dexin Liu. Reinforcement learning-based real-time energy management for a hybrid tracked vehicle. Applied Energy. 2016
12. Zou Yuan, Kong Zehui,Liu Dexing,Liu Teng A Real-Time Markov Chain Driver Model for Tracked Vehicles and Its Validation: Its Adaptability via Stochastic Dynamic Programming. IEEE Transactions on Vehicular Technology. 2016
13. Shouyang Wei,Yuan Zou, Fengchun Sun, Onder Christopher. A pseudospectral method for solving optimal control problem of a hybrid tracked vehicle. Applied Energy. 2016
14. Yuan Zou,Teng Liu, Sun Fengchun,Peng, Huei. Comparative Study of Dynamic Programming and Pontryagin’s Minimum Principle on Energy Management for a Parallel Hybrid Electric Vehicle Energies.2013
国家汽车标准委员会委员、智能网联汽车分标委委员；
工业和信息化部APEC(亚太经合组织)汽车工作组专家、第17至23次APEC(亚太经合组织)汽车对话论坛中国代表团成员；
IFAC(国际自控联)汽车控制技术TC7.1委员会委员( Http://tc.ifac-control.org/7/1/members/yuan-zou)；
IEEE 2014亚太交通电气化国际学术会议技术委员会共同主席；
IFAC(国际自控联) 2014大会电动车辆XEV能量管理特邀分论坛共同主席；IFAC(国际自控联) 第八届AAC车辆控制会议国际技术委员会委员；
IEEE高级会员(2012年至今，工业应用分会及车辆技术分会)；
中国机械工程学会高级会员（2012年至今）；
国家自然科学基金机械学科评审专家(2008年至今)。IEEE TIE, TTE, TVT, Journal of Power Sources, Applied Energy, Energy Conversion and Management, Simulation Modeling Practice and Theory, 机械工程学报, 兵工学报等审稿专家