Prof. Shaofeng Lu 卢少锋 教授
Professor & PhD Supervisor | 教授、博士生导师
Shien-ming Wu School of Intelligent Engineering
South China University of Technology (SCUT)
华南理工大学 吴贤铭智能工程学院
South China University of Technology (SCUT)
华南理工大学 吴贤铭智能工程学院
About Me 个人简介
I am a Professor and PhD Supervisor dedicated to bridging the gap between advanced control theory and sustainable railway operations. My academic journey includes a PhD from the University of Birmingham (UK) and postdoctoral research at Nanyang Technological University (Singapore). Prior to joining SCUT, I served as faculty at the University of Liverpool/XJTLU.
我是华南理工大学教授、博士生导师，致力于将先进控制理论应用于轨道交通运营的节能优化。我于英国伯明翰大学获得博士学位，并在新加坡南洋理工大学从事博士后研究。在加入华南理工大学之前，我曾任教于利物浦大学/西交利物浦大学。
My work primarily focuses on the intersection of Transportation and Energy, leading research teams to solve critical problems in train control optimization, hybrid energy storage, and carbon emission management.
我的主要研究方向为交通与能源的融合，领导团队致力于解决列车控制优化、混合储能系统以及碳排放管理等关键领域的科学问题。
Research Interests 研究方向
I lead research addressing national “Dual Carbon” strategies through intelligent algorithms for greener transportation:
围绕国家“双碳”战略，利用智能算法推动绿色交通发展，主要方向包括：
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Energy-Efficient Train Control: Utilizing convex optimization and reinforcement learning to optimize speed trajectories and minimize energy consumption.列车节能控制： 利用凸优化和强化学习算法优化列车速度曲线，实现运行能耗最小化。
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Transport-Energy Integration: Synergizing rail transit with power grids, focusing on onboard energy storage optimization and smart traction power networks.交通能源融合： 致力于轨道交通与电网的协同互动，重点研究车载储能优化及智能牵引供电网络。
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Carbon Neutrality Management: Developing data-driven lifecycle carbon accounting models to support government policy and precise carbon footprint tracking.碳中和管理： 开发数据驱动的全生命周期碳核算模型，支持政府决策及精准碳足迹追踪。
Selected Honors 代表性荣誉
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SCUT Undergraduate Teaching Excellence Award (2023)
华南理工大学本科教学优秀奖 (2023) -
Fellow of the Higher Education Academy (FHEA, UK)
英国高等教育学院会士 (FHEA) -
High-Level Talent of Guangzhou & Quanzhou
广州市及泉州市高层次人才 -
Featured in Railway Gazette for energy storage research
储能研究成果获国际权威期刊 Railway Gazette 专题报道
Get in Touch 联系方式
I am actively recruiting PhD students and Postdocs with backgrounds in Intelligent Transportation, Electrical Engineering, and Control Theory.
现诚招具有智能交通、电气工程及控制理论背景的博士生和博士后研究人员。
Email: lushaofeng@scut.edu.cn
Location: South China University of Technology, Guangzhou, China
地址：中国广州 华南理工大学
Shaofeng Lu 