师资队伍

Faculty
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张英杰 Zhang,Yingjie

  • 职称:副教授

  • 邮箱:arabinjasmine@scut.edu.cn

  • 工作单位:吴贤铭智能工程学院

  • 邮政编码:510640

  • 毕业院校:新加坡国立大学机械工程系

  • 办公室:D1-b528

  • 最后学位:哲学博士

  • 办公电话:020-81182121

  • 导师类别:博/硕导

个人简介  

张英杰,本科和硕士毕业于大连理工大学,博士毕业于新加坡国立大学,博士毕业后在新加坡国立大学增材制造中心进行博后研究,之后加入华南理工大学吴贤铭智能工程学院任副教授。

Google scholar链接:https://scholar.google.com/citations?user=pxj1nUkAAAAJ&hl=en

目前主要研究方向包括:增材制造过程监测及机理分析;信号处理及深度学习模型开发;多源异构传感数据融合;基于智能优化算法的在线参数优化

工作经历  

  • 2019 - 2020年   新加坡国立大学    博士后

  • 2020 - 至 今    华南理工大学吴贤铭智能工程学院 副教授

教育经历  

  • 2007 - 2011年    大连理工大学机械设计制造及其自动化    本科

  • 2011 - 2014年   大连理工大学机械电子工程    硕士

  • 2014 - 2019年   新加坡国立大学机械工程    博士

研究领域  

  • 增材制造过程监测及机理分析;信号处理及深度学习模型开发;异构传感数据融合;基于智能优化算法的在线参数优化

主讲课程  

  • 《概率论与数理统计》《设计与制造I》

代表论文  

2022年

  • [1].Zhang, Yingjie, Wentao Yan, Xiaojun Peng, Zhangdong Chen, Zimeng Jiang, and Di Wang. 'Investigation into the optical emission of features for powder-bed fusion AM process monitoring.' The International Journal of Advanced Manufacturing Technology (2022): 1-13.

  • [2].Zhang, Yingjie, and Wentao Yan. 'Applications of machine learning in metal powder-bed fusion in-process monitoring and control: status and challenges.' Journal of Intelligent Manufacturing (2022): 1-24.

  • [3].Chen, Hui, Yingjie Zhang, Amanda Giam, and Wentao Yan. 'Experimental and computational study on thermal and fluid behaviours of powder layer during selective laser melting additive manufacturing.' Additive Manufacturing 52 (2022): 102645.

2021年

  • [4].Zhang, Yingjie, Wentao Yan, Geok Soon Hong, Jerry Fuh Hsi Fuh, Di Wang, Xin Lin, and Dongsen Ye. 'Data fusion analysis in the powder-bed fusion AM process monitoring by Dempster-Shafer evidence theory.' Rapid Prototyping Journal (2021).

  • [5].Wang, Di, Wenhao Dou, Yuanhui Ou, Yongqiang Yang, Chaolin Tan*, and Yingjie Zhang*. 'Characteristics of droplet spatter behavior and process-correlated mapping model in laser powder bed fusion.' journal of materials research and technology 12 (2021): 1051-1064.

2019年

  • [6].Zhang, Yingjie, Hong Geok Soon, Dongsen Ye, Jerry Ying Hsi Fuh, and Kunpeng Zhu. 'Powder-bed fusion process monitoring by machine vision with hybrid convolutional neural networks.' IEEE Transactions on Industrial Informatics 16, no. 9 (2019): 5769-5779.

  • [7].Chen, Hui, Qingsong Wei, Yingjie Zhang, Fan Chen, Yusheng Shi, and Wentao Yan. 'Powder-spreading mechanisms in powder-bed-based additive manufacturing: Experiments and computational modeling.' Acta Materialia 179 (2019): 158-171.

  • [8].Ye, Dongsen, Kunpeng Zhu, Jerry Ying Hsi Fuh, Yingjie Zhang, and Hong Geok Soon. 'The investigation of plume and spatter signatures on melted states in selective laser melting.' Optics & Laser Technology 111 (2019): 395-406.

  • [9].Zhang, Yingjie, Jerry YH Fuh, Dongsen Ye, and Geok Soon Hong. 'In-situ monitoring of laser-based PBF via off-axis vision and image processing approaches.' Additive Manufacturing 25 (2019): 263-274.

2018年

  • [10].Zhang, Yingjie, Geok Soon Hong, Dongsen Ye, Kunpeng Zhu, and Jerry YH Fuh. 'Extraction and evaluation of melt pool, plume and spatter information for powder-bed fusion AM process monitoring.' Materials & Design 156 (2018): 458-469.

  • [11].Ye, Dongsen, Jerry Ying Hsi Fuh, Yingjie Zhang, Geok Soon Hong, and Kunpeng Zhu. 'In situ monitoring of selective laser melting using plume and spatter signatures by deep belief networks.' ISA transactions 81 (2018): 96-104.

  • [12].Ye, Dongsen, Geok Soon Hong, Yingjie Zhang, Kunpeng Zhu, and Jerry Ying Hsi Fuh. 'Defect detection in selective laser melting technology by acoustic signals with deep belief networks.' The International Journal of Advanced Manufacturing Technology 96, no. 5 (2018): 2791-2801.