姓 名
孙超


职 称
副教授/博导
博导

学院专业
车辆工程、电气工程

办公地址
北京理工大学车辆实验楼415C

邮 编
100081

办公电话
**

邮 件
chaosun@bit.edu.cn



个人简介

孙超，机械与车辆学院副教授/博士生导师，University of California, Berkeley博士后；致力于智能新能源汽车、非线性优化、预测控制和机器学习及应用的相关研究。发表SCI/EI论文30余篇，其中ESI高被引SCI期刊论文4篇，Google Scholar总引用950余次，2篇入选中国科学院《2016研究前沿》“重点新兴前沿”，主持/参与多项国家级重点课题项目，担任IEEE TCST, TVT, TAC, Journal of Power Sources等30多个期刊的审稿人。主要研究方向为：
1.车辆行为模拟与智能预测；
2.智能网联汽车决策控制；
3.路况预测与汽车运动规划；
4.混合动力车辆的能量管理；
5.人工智能、机器学习及新能源汽车应用。


代表性论文及研究项目

代表性论文：
Journal Publications (*indicates corresponding authors)
1. Chao Sun, Jacopo Guanetti, Francesco Borrelli, Scott Moura. Robust Eco-Driving Control of Autonomous Vehicles Connected to Traffic Lights. IEEE Internet of Things Journal, accepted 2019.
2. Chao Sun, Xiaosong Hu, Scott Moura, Fengchun Sun. Velocity Predictors for Predictive Energy Management in Hybrid Electric Vehicles. IEEE Transactions on Control Systems Technology, 2015, (23): 1197-1205.
3. Chao Sun, Scott Moura, Xiaosong Hu, Karl Hedrick, and Fengchun Sun. Dynamic Traffic Feedback Data Enabled Energy Management in Plug-in Hybrid Electric Vehicles. IEEE Transactions on Control Systems Technology, 2015, (23): 1075-1086.
4. Chao Sun, Fengchun Sun, and Scott J. Moura. Nonlinear Predictive Energy Management of Residential Buildings with Photovoltaics & Batteries. Journal of Power Sources, 2016 (325): 723-731.
5. Chao Sun, Fengchun Sun, Hongwen He. Investigating Adaptive-ECMS with Velocity Forecast Ability for Hybrid Electric Vehicles. Applied Energy, 2017 (185): 1644-1653.
6. Hongwen He, Chao Sun*, Xiaowei Zhang. A Method for Identification of Driving Patterns in Hybrid Electric Vehicles Based on a LVQ Neural Network. Energies, 2012 (5): 3363-3380.
7. Chao Sun, Hongwen He*, Fengchun Sun. Optimization of Logic Threshold Control Strategy of Plug-in Hybrid Electric Vehicles Based on Optimal Control Algorithm. Journal of Beijing Institute of Technology, 2012, (5): 1004-1017.
8. Hongwen He, Mei Yan, Chao Sun*, Jiankun Peng, Menglin Li, Hui Jia. Predictive Air-Conditioner Control for Electric Buses with Passenger Amount Variation Forecast. Applied Energy, 2017.
9. Hongwen He, Nana Zhou, Jinquan Guo, Zheng Zhang, Bing Lu, Chao Sun*. Tolerance Analysis of Electrified Vehicles on the Motor Demagnetization Fault: from an Energy Perspective. Applied Energy, 2017.
10. Hongwen He, Hui Jia, Chao Sun*, Fengchun Sun. Stochastic Model Predictive Control of Air Conditioning System for Electric Vehicles: Sensitivity Study, Comparison and Improvement. IEEE transactions on Industrial Informatics, 2018.
11. Hongwen He, Jinquan Guo, Chao Sun*. ARIMA-based Road Gradient Pattern Learning for Predictive Energy Management of Plug-in Hybrid Electric Vehicles. IEEE transactions on Vehicular Technology, 2018 68 (6), 5309-5320.
12. Hongwen He, Jinquan Guo, Nana Zhou, Chao Sun, Jiankun Peng. Freeway Driving Cycle Construction based on Real-Time Traffic Information and Global Optimal Energy Management for Plug-In Hybrid Electric Vehicles. Energies 2017 (10): 1796.
13. Jinquan Guo, Jiankun Peng, Hongwen He, Huachun Tan, Chao Sun. Real-time Global Driving Cycle Construction Method and the Application in Global Optimal Energy Management in Plug-in Hybrid Electric Vehicles, Energy, 2018.
14. Wenting Li, Junqiu Li, Chao Sun. Discretely Variable Speed Ratio Control Strategy for Plug-in Hybrid Electric Vehicle Considering Hydraulic Energy Loss of Continuously Variable Transmission System. Energy, under review.
15. Junqiu Li, Danni Sun, Xin Jin, Wentong Shi, Chao Sun. A Lumped Electro-thermal Model of Overcharged Lithium-ion Battery with Experimental Validation. Applied Energy, 2019.
16. Peipei Xu, Junqiu Li, Chao Sun, Guodong Yang, Fengchun Sun. Adaptive State of Charge Estimation for Li-ion Batteries by Considering Capacity Degradation. Applied Energy, under review.
17. Junqiu Li, Danni Sun, Zhixiong Chai, Chao Sun. Sinusoidal alternating current heating strategy and optimization of lithium-ion batteries with a thermo-electric coupled model. Energy, 2019, 186: 115798.
Conference Publications
1. Chao Sun, Xiaosong Hu, Scott Moura, Fengchun Sun. Comparison of Velocity Forecasting Strategies for Predictive Control in HEVs. Proceedings of the ASME Dynamic Systems and Control Conference (DSCC2014), October 22-24, 2014. San Antonio, TX, USA.
2. Stéphanie Lefèvre, Chao Sun, Ruzena Bajcsy, Christian Laugier. Comparison of Parametric and Non-Parametric Approaches for Vehicle Speed Prediction. American Control Conference (ACC 2014) June 4-6, 2014. Portland, Oregon, USA.
3. Chao Sun, Hongwen He, Fengchun Sun. The Role of Velocity Forecasting in Adaptive-ECMS for Hybrid Electric Vehicles. 7th International Conference on Applied Energy, (ICAE2015) March 28-31, 2015. Abu Dhabi, United Arab Emirates.
4. Chao Sun, Fengchun Sun, Xiaosong Hu, J. Karl Hedrick, Scott Moura. Integrating Traffic Velocity Data into Predictive Energy Management of Plug-in Hybrid Electric Vehicles. American Control Conference (ACC2015) July 1-3, 2015. Chicago, IL, USA.
5. Chao Sun, Fengchun Sun, Scott Moura. Data Enabled Predictive Energy Management of a PV-battery Smart Home Nanogrid. American Control Conference (ACC2015) July 1-3, 2015. Chicago, IL, USA.
6. Hongwen He, Jinquan Guo, Chao Sun. Road Grade Prediction for Predictive Energy Management in Hybrid Electric Vehicles. 8th International Conference on Applied Energy, (ICAE2016) October 10-12, 2016. Beijing, China.
7. Hongwen He, Nana Zhou, Chao Sun. Efficiency decrease estimation of a permanent magnet synchronous machine with demagnetization faults. 8th International Conference on Applied Energy, (ICAE2016) October 10-12, 2016. Beijing, China.
8. Chao Sun, Xinwei Shen, Scott Moura. Robust Optimal Eco-driving Control with Uncertain Traffic Signal Timing. American Control Conference (ACC2018) June 27-29, 2018. Milwaukee, USA.
9. Junqiu Li, Qingyun Min, Haidi Sun, Fengchun Sun, Chao Sun. Fast Planning of Global SoC Trajectory for Hierarchical Predictive Energy Management in PHEVs. International Conference on Energy, Ecology and Environment (ICEEE2018) November 21-25, 2018. Melbourne, Australia.
10. Haidi Sun, Fengchun Sun, Junqiu Li, Qingyun Min, Chao Sun. Power Demand Forecasting and its Application in Parallel Hybrid Electric Vehicle Powertrain Control. International Conference on Energy, Ecology and Environment (ICEEE2018) November 21-25, 2018. Melbourne, Australia.
11. Sen Yang, Junqiu Li, Chao Sun. An Energy Management Strategy based on Driving Intention Identification for Parallel Hybrid Electric Vehicle. The 9th IFAC International Symposium on Advances in Automotive Control (AAC 2019).
12. Haidi Sun, Junqiu Li, Chao Sun. Improved Real-Time Velocity Prediction by Considering Preceding Vehicle Dynamics. 2019 IEEE Vehicle Power and Propulsion Conference (VPPC), Hanoi, Vietnam, 2019, pp. 1-5.
13. Qingyun Min, Junqiu Li, Chao Sun, Changjun Su. Fast Battery SoC Trajectory Planning for Predictive Energy Management of PHEBs. 2019 IEEE Vehicle Power and Propulsion Conference (VPPC), Hanoi, Vietnam, 2019.
研究课题：
1. 国家自然科学基金重点项目，“基于路况预测的电动汽车运动规划与能效优化”，2020.01~2023.12；
2. 国家自然科学基金青年项目，“基于双目视觉车距估计与交通动态信息的PHEV智能预测能量管理方法”，2018.01~2020.12；
3. 广东省重点领域研发计划，“燃料电池乘用车整车集成及动力系统平台开发”， 2019.01~2021.12；
4. 国家电动客车电控与安全工程技术研究中心创新基金，“基于工况信息的插电式混合动力客车预测能量管理策略研究”，2019.01~2020.8；
5. 国家博士后基金特别资助，“基于计算机视觉和深度学习的车速预测方法及其应用”，2018.01~2019.12, 已结题。

成果及荣誉

2018 杰出审稿人, Transportation Research Part C, Elsevier
2018 VTS Motor Vehicles Challenge 2018 全球挑战赛, IEEE, “最佳前十”

社会职务

受邀为以下期刊和会议审稿超过200余篇：IEEE Transactions on Intelligent Transportation Systems, on Vehicular Technology, on Control Systems Technology, on Automatic Control, Automatica以及Journal of Power Sources等30多个期刊。