昆明理工大学机电工程学院硕（博）士生导师
姓名：张海宁
博士/讲师/硕士生导师

所在系所：
机械工程系

联系电话：

通讯地址：
昆明市呈贡区昆明理工大学机电工程学院

邮编：
650500

电子邮箱：
m160034@e.ntu.edu.sg


教育背景
时间 毕业学校 所学专业 学历
Nanyang Technological University 智能制造 博士
中南大学 交通信息工程及控制 硕士
中南大学 电子信息工程 学士
工作经历
时间 工作单位 职称、职务
2021.3至今 昆明理工大学机电工程学院 讲师



研究领域（方向）（4个以内）
(1)Printedelectronics technology(2) Machine learning(3)Uncertainty quantification(4) Multi-objective optimization
个人总体简介
主要从事基于Non-contact direct ink writing技术的传感器和电子元器件设计与制造，以及基于增材制造技术、机器学习、不确定性量化等领域的交叉学科研究。以第一作者发表论文8篇。在南洋理工大学作为主要参与人参与新加坡国家科学基金项目1项，企业横向课题6项。
主要参与科研项目（代表性的8项以内）
[1] Structural Health Monitoring of Mechanical Power Transmission System with Customised 3D Printed Sensor, (7/2016-12/2019), funded by National Research Foundation (NRF) and SMRT Trains Ltd., S$1,360,000. [2] Metal 3D Printing in Aerospace Industry (11/2018-10/2020), funded by Korea Institute of Materials Science, S$96,000.[3] Health Monitoring and Predictive Maintenance for UAV through Data Analytics (1/2018-1/2020), funded by ST Aerospace-NTU Corp Lab, S$585,000.[4] Development of direct printing material and process on 3D structure for wearable devices (5/2018-1/2019), funded by Samsung Electronics, S$92,000.[5] A design and manufacturing synthesis framework for Production Digital Twins (1/2020-12/2022), funded by Hewlett-Packard (HP)-NTU Corp Lab, S$440,000. [6] 3D-Printing Technology for Flexible Rechargeable Batteries (9/2020-3/2021), funded by NAMIC, S$36,960. [7] Development of Method for 3D Printing of Electronic Sensors (1/2016-12/2017), funded by ST Aerospace-NTU Joint R&D, S$252,000.

代表性论文、专著（10项以内）
[1]Zhang, H., Choi, J.P., Moon, S.K., and Ngo, T.H., “A hybrid multi-objective optimization of aerosol jet printing process via response surface methodology, Additive Manufacturing, 2020, 33: 101096. (中科院1区，IF: 11.0 )[2]Zhang, H., Moon, S. K.,"Reviews on machine learning approaches for process optimization in non-contact direct ink writing", ACS Applied Materials & Interfaces, 2021. (中科院1区,IF: 9.23) [3]Zhang, H., Moon, S.K., and Ngo, T.H., “Hybrid Machine Learning Method to Determine the Optimal Operating Process Window in Aerosol Jet 3D Printing,” ACS Applied Materials & Interfaces, Vol. 11, No. 19, pp. 17994-18003, 2019. (中科院1区,IF: 9.23) [4]Zhang, H., Moon, S. K., and Ngo, T. H., "A multi-objective optimization framework for aerosol jet customized line width printing via small data set and prediction uncertainty", Journal of Materials Processing Technology,2020: 116779.（中科院1区,IF: 4.67）[5]Zhang, H., Moon, S.K., and Ngo, T.H., “3D Printed Electronics of Non-contact Ink Writing Techniques: Status and Promise,” International Journal of Precision Engineering and Manufacturing – Green Technology, Invited Paper, Vol. 7. No. 2, pp. 511-524, 2020. (JCR1区,IF: 4.17)[6]Zhang, H., Moon, S. K., and Ngo, T. H., "A knowledge transfer based method for rapid process modeling of aerosol jet printing", Advanced Engineering Informatics.（JCR1区,IF: 5.60）[7]Zhang, H., Moon, S.K., Ngo, T.H., Tou, J., and Mohamed, A.B.M.Y, “Rapid process modeling of the Aerosol Jet printing based on Gaussian process regression with Latin hypercube sampling,” International Journal of Precision Engineering and Manufacturing, Vol.21, No.1, pp127-136, 2020. (JCR2区,IF: 2.11) [8]Zhang, H., Moon, S.K., Ngo, T.H., Tou, J., and Mohamed, A.B.M.Y, "A hybrid machine learning approach for the quality optimization of a 3D printed sensor." 2018 International Conference on Intelligent Rail Transportation (ICIRT), pp. 1-5. IEEE, 2018. (EI) [9] Goh, G. L.,Zhang, H., Chong, T. H., and Yeong, W. Y. "3D Printing of Multilayered and Multimaterial Electronics: A Review." Advanced Electronic Materials (2021): **. (JCR1区) [10] Wang Bing,Zhang, H., Moon, S. K., "Anti-High Temperature and Humidity Microelectronic Device Fabricated by Aerosol Jet 3D Printing", Materials, 2020, 13(24), 5602. (JCR2区)

专利及软件著作权登记（5项以内）
Patent Application: “Conductivity and Flexibility Enhancement of Aerosol Jet Printed Sensorsby using Silver Nanoparticles Ink with Carbon Nanotubes.” Zhang Haining (1stInventor); Choi Joon Phil; Moon Seung Ki; Ngo Teck Hui. (Under Review)