孙丰 讲师

电  话:

邮  箱:sfeng@nxu.edu.cn

办公地点: 贺兰山校区致远楼117室

个人简介

孙丰,男,19882月出生,吉林白山,中共党员,工学博士,讲师,硕士生导师。长期从事基于人工智能的仿生启发设计与应用,流体元件延寿相关研究工作。以第一作者发表SCI论文8篇(其中中科院一区TOP3篇,截止2024年),会议论文4篇(其中2篇为ASME/BATH FPMC流体传动领域顶会)。具有丰富的合作研究背景,与欧洲科学院院士,哈尔滨工程大学材料学院,大连理工大学,中国海洋大学等单位的老师合作研究并发表过相关论文。近5年主持XXX三维点云测量算法项目(横向,2024-2025年)、中央高校基本科研业务专项(纵向,2021-2022年),负责黑龙江省自然科学基金引导项目(纵向,2019-2022年),参与国家重点研发计划课题纵向,2024-2027)。

拟招收学生(研究生、优秀本科生)方向:人工智能、流体元件高寿命分析与优化、仿生超材料及其应用。

学习经历:

2018.09-2024.06,哈尔滨工程大学机械工程,博士

2011.09-2014.05,长春理工大学机械电子工程,硕士

2007.09-2011.06,聊城大学通信工程,学士  

工作经历:

2024.09-至今,宁夏大学机械工程学院,讲师/硕导

2017.05-2017.12,浙江智能机器人研究院,工程师

2014.05-2017.05,宁波韦尔德斯凯勒智能科技有限公司,工程师

讲授课程:

电工学I、II,制造工艺(中外合作办学)


荣誉获奖

博士研究生国家奖学金(2021年)、硕士研究生国家奖学金(2013年)


研究方向

1.基于自然语言处理的仿生启发设计及仿生评价理论

2.调节阀空化观测,耐冲蚀磨损及延寿

3.基于人工智能的调节阀状态检测及故障诊断


论文专著与专利

代表性论文:

(一)期刊论文

1. Feng SUN, He XU, Yi-han MENG, Zhimao LU and Chengju GONG. BERT-based Coupling Evaluation of Biological Strategies in Bio-inspired Design [J]. Expert Systems with Applications, 2023,222: 119725.SCIJCR1区,IF=8.5,中科院TOP

2. Feng SUN, He XU, Yi-han MENG, Zhimao LU, Siqing CHEN, Qiandiao WEI and Chengying BAI. BERT and Pareto Dominance Applied to Biological Strategy Decision for Bio-inspired Design[J]. Advanced Engineering Informatics, 2023, 55:101904.(SCI,JCR1区,IF=8.8,中科院一区TOP)

3. Feng SUN, He XU, Hailu ZHANG, Chengying BAI and Paolo Colombo. Biomimetic Composite Structural Water Hydraulic Valve Plug for Erosive Wear Resistance Based on Additive Manufacturing Processes[J], Journal of Manufacturing Processes, 2023, 107: 34-42. (SCI,JCR2区,IF=6.2,中科院一区TOP)

4. Feng SUN and He XU. A Review of Biomimetic Research for Erosion Wear Resistance[J]. Bio-Design and Manufacturing,2020, 3(4): 331-347.(SCI,JCR1区,IF=7.9,中科院一区)

5. Feng SUN, He XU, Min CHENG, et al. Sensitive Monitoring Particles Conveying in Water Hydraulic System via a Facile Molding Conductive Hydrogel[J]. IEEE Sensors Journal, 2021, 21(9): 10506-10513.(SCI,JCR1区,IF=4.3,中科院二区)

6. Feng SUN, He XU, Yi-han MENG and Zhimao LU. A BERT-based Model for Coupled Biological Strategies in Biomimetic Design[J]. Neural Computing and Applications, 2023,35: 2827–2843.(SCI,JCR2区,IF=6.0,中科院三区)

7. Feng SUN, He XU, Yi-han MENG and Hao YIN. A Novel Multi-View Enhanced Visual Detection for Cavitation of Control Valve[J]. Chemical Engineering Research and Design, 2023, 195: 673-681.(SCI,JCR2区,IF=3.9,中科院三区)

8. Feng SUN, He XU, Yu-han ZHAO and Yu-dong ZHANG. Data-driven fault diagnosis of control valve with missing data based on modeling and deep residual shrinkage network[J]. Journal of Zhejiang University-SCIENCE A (Applied Physics & Engineering), 2022, 23(4):303-313.(SCI,JCR2区,IF=3.2,中科院三区)

(二)会议论文

1. He XU and Feng SUN(导师一作). Research on Life Extension of Water Hydraulic Control Valve Based on Augmented Reality and Data-Driven Fault Diagnosis[C], Proceedings of the ASME/Bath Symposium on Fluid Power and Motion Control, 2022. (EI: 20225013227827)

2. Feng SUN and He XU. Erosion wear of biomimetic valve plug prediction with random forest regression based on Mahalanobis distance: an experimental study[C], International Conference on Computer Applications, Electronic Information, 2022. (EI: 20230313410170)

3. Feng SUN, He XU, Liye JIAO, et al. A Method for Anti-Erosion of Water Hydraulic Valve Plug Based on Variable Stiffness and Energy Mitigating Mechanism[C]//Proceedings of the ASME/Bath Symposium on Fluid Power and Motion Control, 2019, 59339: V001T01A006. (EI: 20200408079937)

4. Feng SUN, He XU, Xueshan ZHOU, Min CHENG and Yuan CHI. Design for Bionic Anti-Erosion of Water Hydraulic Valve Plug Based on Multi-source Coupled Bionic Method [C]. International Conference of Bionic Engineering (ICBE). 2019: 226.(校A类资助)

主编或参编的学术著作或教材:

无  

专利及软件著作:

发明专利2项,软件著作权5项。