所属学院:机电工程学院
导师类别:硕士生导师
科研方向:激光焊接工艺、激光焊接过程监控、焊接过程数值模拟计算、焊接自动化、机器视觉与模式识别
联系方式:yanxizhang@gdut.edu.cn
硕士招生学院:机电工程学院
个人简述:在国内外期刊和国际学术会议发表论文100余篇,其中SCI检索30余篇,获授权专利10余件,主持/参与科研项目20余项,获得广东省科技进步奖1项,其他省部级奖项6项。
工作经历: 2006年至今,广东工业大学机电工程学院,助教、讲师、副教授;
2016.2-2017.2,韩国,韩国高等科学技术院(KAIST),机械学院,访问学者。
代表性论文:
(1) Yanxi Zhang, Deyong You, Xiangdong Gao, Nanfeng Zhang, Perry P. Gao; Welding defects detection based on deep learning with multiple optical sensors during disk laser welding of thick plates, Journal of Manufacturing Systems
(2) Yanxi Zhang, Nanfeng Zhang, Deyong You, Xiangdong Gao, Seiji Katayama; High-power disk laser welding statuses monitoring based on analyses of multiple-sensor signals, Journal of Manufacturing Processes
(3) Yanxi Zhang, Xiangdong Gao, Deyong You, Wenjun Ge; Low-Cost Welding Status Monitoring Framework for High-Power Disk Laser Welding, IEEE access
(4) Yanxi Zhang, Deyong You, Xiangdong Gao, Seiji Katayama; Online monitoring of welding status based on DBN model during laser welding, Engineering
(5) Yanxi Zhang, Deyong You, Xiangdong Gao, Congyi Wang, Yangjin Li, Perry P. Gao; Real-time monitoring of high-power disk laser welding status based on deep learning framework. Journal of Intelligent Manufacturing
(6) Yanxi Zhang, Xiang-Dong Gao, De-Yong You, Nan-Feng Zhang; Data-driven detection of laser welding defects based on real-time spectrometer signals, IEEE sensors Journal
(7) Yanxi Zhang; You Deyong; Gao Xiangong; Na Suck-Joo. Automatic gap tracking during high power laser welding based on particle filtering method and BP neural network, The International Journal of Advanced Manufacturing Technology
(8) Yanxi Zhang; Han Sang-woo; Cheon,Jason; Na Suck-Joo; Gao Xiangdong, Effect of joint gap on bead formation in laser butt welding of stainless steel, JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2017.11.1, 249: 274~284
(9) Yanxi Zhang; Gao Xiangdong; Katayama Seiji, Weld appearance prediction with BP neural network improved by genetic algorithm during disk laser welding, Journal of Manufacturing Systems, 2015.01.01, 34(1): 53~59
(10) Yanxi Zhang; Xiangdong Gao, Analysis of characteristics of molten pool using cast shadow during high-power disk laser welding, International Journal of Advanced Manufacturing Technology, 2014.02.01, 70(9-12): 1979~1988