王正松,男,1989.08,工学博士,讲师,硕士研究生导师。
联系方式
电子邮件:zswang_pine@126.com
研究方向
无人驾驶理论与系统研究;
智能交通出行系统(智慧交通);
车辆轨迹与信号协同优化与控制;
制药信息物理系统(智能制药);
基于机器视觉的工业智能缺陷检测;
基于机器学习的药物设计与优化;
教育背景
2015.09-2020.10 东北大学 控制理论与控制工程,博士
2013.09-2015.07 东北大学 控制工程,硕士
工作履历
2020.11-至今 东北大学秦皇岛分校 讲师
学术兼职
1. IEEE Member
2. 辽宁省汽车工程技术学会会员
3. 国内外知名SCI期刊审稿人:
IEEE Transactions on Industrial Informatics
IEEE Transactions on Intelligent Transportation systems
IEEE Transactions on Intelligent Vehicles
IEEE Transactions on Vehicular Technology
IEEE Intelligent Transportation Systems Magazine
Information Science
控制与决策(中英文)
自动化学报(中英文)
……
科研情况
【在研项目】
1.国家自然科学基金青年项目,30万,主持,2023.01-2025.12
2.河北省自然科学基金面上项目,6万,主持,2024.01-2026.12
3. 中央高校基本科研业务费青年培育项目,7万,主持,2024.01-2025.12
4. 东北大学秦皇岛分校引进人才启动基金,8万,主持,2021.01-2025.12
5. 河北省教育教学改革项目,2万,主持,2024.01-2025.12
6. 东北大学秦皇岛分校教育教学改革项目,1万,主持,2023.01-2024.12
【结题项目】
1. 国家自然科学基金面上项目,63万,参与,2018.01-2021.12
2. 河北省自然科学基金青年项目,6万,主持,2021.01-2023.12
3. 中央高校基本科研业务费青年启动项目,7万,主持,2022.01-2023.12
4. 企业横向课题,9万,主持,2022. 01-2022. 12
学术成果
【论文、专著与专利等】
研究成果在IEEE Transactions on Industrial Informatics等国际顶级期刊以及国内外重要会议上发表学术论文10余篇。
【代表性学术论文】
1. Zhengsong Wang, Shengnan Tang, Ge Guo, Yanqiu Yang, Dakuo He, Le Yang, Meng Han, and Yue Hou. Adaptive quality control with uncertainty for a pharmaceutical cyber-physical system based on data and knowledge Integration[J]. IEEE Transactions on Industrial Informatics, 2024, 20(3): 3339-3350. (SCI,JCR一区,中科院一区Top期刊,IF<2023>=11.7)
2. Zhengsong Wang, Dakuo He*, Yue Hou. Data-driven adaptive quality control under uncertain conditions for a cyber-pharmaceutical-development system[J]. IEEE Transactions on Industrial Informatics, 2021, 17(5): 3165-3175. (SCI,JCR一区,中科院一区Top期刊,IF<2021>=11.648)
3. Zhengsong Wang, Shengnan Tang, Yanqiu Yang, Yeqiu Chen, and Le Yang. Data-knowledge-driven modeling and operational adjustment for the pharmaceutical tablet manufacturing process via wet granulation[J]. ACS Omega, 2023, 8: 24441-24453. (SCI,JCR二区,IF<2023>=3.7)
4. Zhengsong Wang, Shengnan Tang, Ge Guo, Yanqiu Yang, Meng Han, Le Yang, Dakuo He. Event-triggered data- and knowledge-driven adaptive quality iterative learning control with uncertainty for a pharmaceutical cyber-physical system[J]. The Canadian Journal of Chemical Engineering, 2023,1. https://doi.org/10.1002/cjce. 24864 (SCI, JCR三区,IF<2023>=1.6)
5. Zhengsong Wang, Zhen Pan, Dakuo He*, Jiahui Shi, Shouxin Sun, Yue Hou. Simulation modeling of a pharmaceutical tablet manufacturing process via wet granulation[J]. Complexity, 2019, 2019: 1-16. (SCI,JCR二区,IF<2021>=2.121)
6. Zhengsong Wang, Dakuo He*, Xu Zhu, Jiahuan Luo, Yu Liang, Xu Wang. Data-driven model-free adaptive control of particle quality in drug development phase of spray fluidized bed granulation process[J]. Complexity, 2017, 2017: 1-17. (SCI,JCR二区,IF<2021>=2.121)
7. Dakuo He*, Zhengsong Wang, Qing Liu, Jiahui Shi, Le Yang, Qingkai Wang, and Jianjun Zhao. Process feature change recognition based on model performance monitoring and adaptive model correction for the gold cyanidation leaching process[J]. IEEE Access, 2019, 7: 28955-28967. (SCI,JCR二区, IF<2021>=3.467)
8. Dakuo He*, Zhengsong Wang, Le Yang, Wanwan Dai. Study on missing data imputation and modeling for the leaching process[J]. Chemical Engineering Research and Design, 2017, 124: 1-19. (SCI,JCR二区,IF<2021>=4.119)
9. Dakuo He*, Zhengsong Wang, Le Yang, Zhizhong Mao. Optimization control of the color-coating production process for model uncertainty[J]. Computational Intelligence and Neuroscience, 2016, 2016: 1-12. (SCI,JCR二区,IF<2021>=3.120)
…
【专利】
1. 王正松,陈旭旺,郭戈. 一种改进蜣螂算法融合 DWA 算法的机器人路径规划框架方法, 202310912043.6
讲授课程情况
本科生
1. 《人工智能基础》
2.《机器学习》
3.《深度学习基础与Python实践》
指导研究生情况
指导硕士研究生8名(含协助指导),目前2人毕业(1人赴浙江大学读博),6人在读;
每年可招收自动化类专业硕士研究生2-3名。