导师队伍

学术职务

• 美国交通学会（TRB）交通能源数据与技术委员会 (Transportation Energy Committee)委员（2020-至今）；
• 美国汽车工程师协会（SAE）可持续交通委员会委员（2025-至今）；
• TRB国际交通能源分委员会 (Subcommittee on International Aspects of Transportation Energy) 主席（2020-2025）；
• 美国汽车工程师协会（SAE）可持续发展委员会主席（2022-2025）；
• Transportation Research Part D: Transport and Environment（中科院SCI 1区期刊）；
• Transportation Research Record (TRR) 的期刊编委；
• Communications in Transportation Research (COMMTR)（中科院SCI 1区期刊）的青年编委；
• SAE International Journal of Sustainable Transportation, Energy, Environment, & Policy（EI检索）的期刊副主编

教育背景

2012-2015年，田纳西大学，博士（机械工程专业，辅修计算科学）

2010-2012年，大连理工大学，硕士（汽车工程专业）

2006-2010年，大连理工大学，学士（汽车工程专业）

工作经历

2023/09-至今，华南理工大学，长聘教授

2021-2023，美国橡树岭国家实验室，研究员

2017-2020，美国橡树岭国家实验室，副研究员

2016-2017，美国橡树岭国家实验室，博士后研究员

2015/05-2015/12，沃尔沃卡车美国分公司，实习工程师

所授课程

• 《离散数学》
  
• 《强化学习》

标志性成果

近5年发表的五篇代表性论著 ：

[1] Hao Jing, Jianyao Hu, Shiqi Ou*, Zhilong Lv, Renzhi Lyu, and Jingyuan Zhao*. “Scalable and generalizable deep learning for battery state of health estimation in on-road electric vehicles.” Journal of Energy Chemistry. 2025, 111: 823-841. (中科院SCI 1区期刊论文) (共同通讯作者)

[2] Lanxin Shi, Shiqi Ou*, Yanzi Zhou, Yonglin Wu, Xiaolu Tan, Xin He, Daniel J. De Castro Gomez, and Zhenhong Lin. “Assessing Chinese user satisfaction with electric vehicle battery performance from online reviews.” Transportation Research Part D: Transport and Environment. 2025, 141: 104644. (中科院SCI 1区期刊论文) (通讯作者)

[3] Shiqi Ou, Shengyong Zhang, Zhenhong Lin*, Stacy Davis. “A method for determining optimal electric range by considering electric vehicle lightweighting on perceived ownership cost.” Journal of Cleaner Production. 2023, 385: 135606. (中科院SCI 1区期刊论文) (唯一第一作者)

[4] Shiqi Ou*. “Estimate long-term impact on battery degradation by considering electric vehicle real-world end-use factors.” Journal of Power Sources. 2023, 573: 233133. (中科院SCI 3区期刊论文) (唯一第一作者, 唯一通讯作者)

[5] Shiqi Ou; I-Yun Lisa Hsieh; Xin He; Zhenhong Lin*; Rujie Yu; Yan Zhou; Jessey Bouchard; China’s vehicle electrification impacts on sales, fuel use, and battery material demand through 2050: Optimizing consumer and industry decisions, iScience. 2021, 24(11) (中科院SCI 2区期刊论文) (唯一第一作者)

已发表的其余十篇代表性论著：

[1] Shiqi Ou, Xin He*, Weiqi Ji, Wei Chen, Lang Sui, Yu Gan, Zifeng Lu, Zhenhong Lin, Sili Deng, Steven Przesmitzki, Jessey Bouchard. “Machine learning model to project the impact of COVID-19 on US motor gasoline demand.” Nature Energy. 2020, 5(9): 666-673. (中科院SCI 1区期刊论文) (期刊封面推荐文章) (唯一第一作者)

[2] Shiqi Ou, David Gohlke, Zhenhong Lin*. “Quantifying the impacts of micro- and mild-hybrid vehicle technologies on fleetwide fuel economy and electrification.” eTransportation. 2020, 4: 100058. (中科院SCI 1区期刊论文) (唯一第一作者)

[3] Shiqi Ou, Xu Hao, Zhenhong Lin*, Hewu Wang, Jessey Bouchard, Xin He, Steven Przesmitzki, Zhixin Wu, Jihu Zheng, Renzhi Lv, Liang Qi, Tim J LaClair. “Light-duty plug-in electric vehicles in China: An overview on the market and its comparisons to the United States.” Renewable and Sustainable Energy Reviews. 2019, 112: 747-761. (中科院SCI 1区期刊论文) (唯一第一作者)

[4] Xin He*, Shiqi Ou*, Yu Gan*, Zifeng Lu, Steven Victor Przesmitzki, Jessey Lee Bouchard, Lang Sui, Amer Ahmad Amer, Zhenhong Lin, Rujie Yu, Yan Zhou, Michael Wang. “Greenhouse gas consequences of the China dual credit policy.” Nature Communications. 2020, 11(5212): 1-10. (中科院SCI 1区期刊论文) (共同第一作者, 共同通讯作者)

[5] Shiqi Ou, Zhenhong Lin*, Yilan Jiang, Shengyong Zhang. “Quantifying policy gaps for achieving the net-zero GHG emissions target in the US light-duty vehicle market through electrification.” Journal of Cleaner Production. 2022, 380: 135000-135000. (中科院SCI 1区期刊论文) (唯一第一作者)

[6] Shiqi Ou, Zhenhong Lin*, Guoquan Xu, Xu Hao, Hongwei Li, Zhiming Gao, Xin He, Steven Przesmitzki, Jessey Bouchard. “The retailed gasoline price in China: Time-series analysis and future trend projection.” Energy. 2020, 191: 116544. (中科院SCI 1区期刊论文) (唯一第一作者)

[7] Shiqi Ou, Zhenhong Lin*, Liang Qi, Jie Li, Xin He, Steven Przesmitzki. “The dual-credit policy: Quantifying the policy impact on plug-in electric vehicle sales and industry profits in China.” Energy Policy. 2018, 121: 597-610. (中科院SCI 2区期刊论文) (唯一第一作者)

[8] Shiqi Ou, Zhenhong Lin*, Xin He, Steven Przesmitzki, Jessey Bouchard. “Modeling charging infrastructure impact on the electric vehicle market in China.” Transportation Research Part D: Transport and Environment. 2020, 81: 102248. (中科院SCI 1区期刊论文) (唯一第一作者)

[9] Shiqi Ou, Zhenhong Lin*, Xin He, Steven Przesmitzki. “Estimation of vehicle home parking availability in China and quantification of its potential impacts on plug-in electric vehicle ownership cost.” Transport Policy. 2018, 68: 107-117. (中科院SCI 1区期刊论文) (唯一第一作者)

[10] Shiqi Ou, Zhenhong Lin*, Chieh (Ross) Wang, Stacy Davis, Shasha Jiang, Michael Hilliard, Ho-Ling Hwang, Xu Hao, Rujie Yu. “Improving the effectiveness and equity of fuel economy regulations with sales adjustment factors.” iScience. 2022, 25(9): 104902-104902. (中科院SCI 2区期刊论文) (唯一第一作者)