2020年毕业于武汉大学遥感信息工程学院摄影测量与遥感专业,获工学博士学位。2021年进入武汉理工大学交通运输工程流动站从事博士后研究,2023年受聘任教于武汉理工大学智能交通系统研究中心。
研究方向:主要从事船舶异常行为识别、水上交通态势感知、智能航运系统安全运行、交通大数据挖掘分析等方面的研究。
主要工作业绩:
(1)内河视频监控场景下船舶指纹表征与识别方法研究,武汉理工大学自主创新基金,2021.04-2021.12,主持
(2)水下多源信息融合定位技术,国家重点研发计划子课题,2024-2026,主持
(3)恶劣气象海况下船舶航行安全风险映射模型研究,国家重点研发计划子课题,2024-2026,主持
主要研究成果:
[1]Han Zhepeng, Zhang Di, Fan Liang*, Zhang jinfen, Zhang Mingyang. A Dynamic Bayesian Network model to evaluate the availability of machinery systems in Maritime Autonomous Surface Ships[J]. Accident Analysis and Prevention, 2023, DOI: 10.1016/j.aap.2023.107342 (SCI)
[2]Wan Chengpeng, Zhao Yinxiang, Zhang Di, Fan Liang*. A system dynamics-based approach for risk analysis of waterway transportation in a mixed traffic environment[J]. Maritime Policy & Management, 2023, DOI: 10.1080/03088839.2023.2224328. (SCI)
[3]Fan Liang, Zhang Jinfen, Wan Chengpeng, Shao Shiwei*. Lane-Level Road Map Construction considering Vehicle Lane-Changing Behavior[J]. Journal of Advanced Transportation, 2022, 2022: 1-16. (SCI)
[4]Fu Zhongliang, Fan Liang*, Yu Zhiqiang, Zhou Kaichun. A moment-based shape similarity measurement for areal entities in geographical vector data[J]. ISPRS International Journal of Geo-Information, 2018, 7(6): 208. (SCI)
[5]Xu Zidong, Zhang Di, Fan Liang*, Ma Haowei, Li Yuli. An Automated SAR-based Method for Ship Detection in Maritime Surveillance System[C]//2023 7th International Conference on Transportation Information and Safety (ICTIS). IEEE, 2023: 213-218. (EI)
主要荣誉与社会兼职:
担任International Journal of Geographical Information Science、Engineering Applications of Artificial Intelligence、交通信息与安全等期刊审稿人。