 | 姓名 | 郑焱 |
| 职务/职称 | 汽车与交通工程学院副院长/教授 | |
| 研究方向 | 基于机器学习的汽车气动特性预测与优化控制 | |
| 联系方式 | zhengyan@jsut.edu.cn |
个人简介：
硕士生导师，国家优秀自费留学生奖学金获得者，江苏省“六大人才高峰”高层次人才选拔培养资助对象，曾在汽车制造企业研发岗位工作5年。主持国家自然科学基金、江苏省自然科学基金等课题8项，发表高水平论文30余篇，授权发明专利13件。获中国商业联合会科技进步奖二等奖2项，江苏省高校科学技术研究成果奖三等奖1项, 常州市自然科学优秀科技论文二等奖1项。
主授课程：汽车构造，新能源汽车控制技术、新能源汽车节能技术开发
荣誉与奖励：
1. 郑焱(1/6); 基于动力传动与气动特性的新能源汽车节能技术研究与应用, 江苏省教育厅, 科学技术研究成果奖三等奖, 2024
2. 郑焱(1/10); 单相及气固两相流体系统减阻节能关键技术研究与应用, 中国商业联合会, 科技进步奖二等奖, 2022
3. 郑焱(1/8); 复杂流体系统多尺度解析关键技术研究及应用, 中国商业联合会,科技进步奖二等奖, 2021
4. 郑焱(1/1); Analyses on flow structures behind a wavy square cylinder based on continuous wavelet transform and dynamic mode decomposition, 常州市人民政府, 自然科学优秀科技论文二等奖, 2021
论文发表
[1] Shen, H., Zhang, D., Rinoshika, A., Zheng, Y.*, Flow field prediction with self-supervised learning and graph transformer: A high performance solution for limited data and complex flow scenarios, Physics of Fluids, 2025, 37. (唯一通讯作者)
[2] Zhang, D., Zhang, J., Zheng, Y.*, Integrated multi-objective topology optimization and genetic algorithm for high-performance liquid-cooled plates in battery thermal management systems, Journal of Energy Storage, 2026, 153(C):121038. (唯一通讯作者)
[3] Zheng, Y.*, Liu, H., Zhang, D., Multi-objective topology optimization of spider-web liquid cooling plate for IGBT modules: A comparative study of inlet/outlet configurations, Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, 2026, 1-15. (唯一通讯作者)
[4] Zhang, J., Zhang, D., Zheng, Y.*, Multi-objective topology optimization of flow channels in liquid-cooled plates for battery thermal management system. Structural and Multidisciplinary Optimization, 2025, 68, 203. (唯一通讯作者)
[5] Zheng, Y., Zhang, D., Rinoshika, H., Zhang, L., Dong, L., Ni, Z., Rinoshika, A., Multi-scale analysis on particle dynamics in horizontal pneumatic conveying with oscillating air flow, Powder Technology, 2023, 420:118398. (唯一第一作者)
[6] Zheng, Y., Zhang, D., Wang, T., Rinoshika, H., Rinoshika, A., A hybrid two-dimensional orthogonal wavelet multiresolution and proper orthogonal decomposition technique for the analysis of turbulent wake flow, Ocean Engineering, 2022, 264:112547. (唯一第一作者)
[7] Zheng, Y., Zhang, D., Rinoshika, H., Rinoshika, A., Continuous wavelet analysis and proper orthogonal decomposition on particle dynamics in a horizontal self-exited gas-solid two-phase pipe flow，Powder Technology, 2022, 408:117746. (唯一第一作者)
[8] Zheng, Y., Rinoshika, H., Zhang, D., Rinoshika A., Wake flow modification of vehicle external door mirror with slots, Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, 2022, 1098854, 1-15. (唯一第一作者)
[9] Zheng, Y., Rinoshika, H., Zhang, D., Rinoshika, A., Analyses on flow structures behind a wavy square cylinder based on continuous wavelet transform and dynamic mode decomposition, Ocean Engineering, 2020, 216:108117. (唯一第一作者)
[10] Cheng, L., Zhang, D., Zheng, Y.*, Road Object Detection in Foggy Complex Scenes Based on Improved YOLOv8, 2024, IEEE Access, 12, 107420-107430.(唯一通讯作者).
[11] Zhang, D., Rinoshika, A., Zheng, Y.*, Li, Z., Zhang, Y., Turbulent flow structures around a wavy square cylinder based on large eddy simulation, Fluid Dynamics, 2022, 57(1):101-117 (唯一通讯作者)
研究课题
1. 国家自然科学基金青年基金项目
2. 江苏省自然科学基金青年基金项目
3. 江苏省高校自然科学基金重大项目
4. 常州市科技支撑（社会发展）项目
5. 江苏省高校自然科学基金面上项目
6. 工业和信息化部重点实验室课题
