何赟泽

何赟泽 教授、博导

一、个人简介

何赟泽,湖南大学电气与信息工程学院教授、博士生导师、岳麓学者、嵌入式智能传感与功率器件可靠性课题组组长;湖南省人才计划获得者、教育部华为栋梁之师、百度松果基金获得者。

图1. 2021年接受湖南大学教育基金会采访

1.1 教书育人

主持湖南省一流本科课程和湖南省优质研究生课程,出版教材5部,发表教改论文10余篇,主持湖南省普通高等学校教学改革研究重点项目、湖南省学位与研究生教育改革研究重点项目、百度教育部产学合作、华为智能基座产教融合等教改项目7项,获全国教师教学创新大赛三等奖、湖南省普通高校教师教学创新大赛一等奖和湖南省普通高校教师信息化教学竞赛一等奖,获湖南省高等教育教学成果奖一等奖、中国仪器仪表学会教学成果奖二等奖、教育部-华为栋梁之师、省教学能手、湖南大学优秀教师、我心目中最敬爱的老师和青年教师教书育人模范等荣誉。

1.2 科学研究

主持国家自然科学基金(面上被评为优秀典型)、中英国际合作交流、湖南省重点研发计划、湖南省自然科学基金重大项目课题、军队预研、深圳市自然科学基金、CCF百度松果基金、企业委托等科研项目30余项,参与基金委国家重大科研仪器研制、科技部国家重点研发专项、应急管理部防汛抢险急需技术装备揭榜攻关等项目20余项;以第一或通信作者发表SCI/EI论文80余篇,Google学术中论文总引用4100余次,H-index指数为38;SCI正面他引1800余次,6篇ESI/Scopus高被引论文;出版中英文专著各2部。荷兰Elsevier出版社出版英文专著《Transient Electromagnetic Thermal Nondestructive Testing and Imaging》(第一作者);机械工业出版社《电磁无损检测传感与成像》(第二作者),入选国家重点图书出版规划。受邀在华为终端无损检测技术创新论坛等会议做报告10余次;申请发明专利30余项,授权20余项,转让6项,授权软件著作权10余项。参与4项国内外标准的制定工作。获得英国皇家学会牛顿流动奖Royal Society-Newton Mobility Grant、Vebleo Scientist Award、连续三年入选斯坦福大学发布的全球前2%顶尖科学家榜单,连续两年入选爱思唯尔中国高被引学者。担任中国测试、红外与激光工程、人工智能与机器人研究、传感器技术与应用、AI、IJRAT、AAIML等国内外学术期刊的编委。获中国发明创业奖·成果奖一等奖、中国产学研合作创新奖、湖南省科学技术进步二等奖、湖南省仪器仪表学会科学技术奖一等奖、军队优秀博士学位论文奖、三等功等奖项。担任湖南省仪器仪表学会副理事长、中国仪器仪表学会嵌入式仪表及系统技术分会副理事长、中国振动工程学会动态测试专委会常务委员、中国无损检测学会电磁专委会委员、长沙市工业科技特派员、百度百科学术委员会委员等职务,担任高性能智能传感器及检测系统湖南省重点实验室副主任、湖南省卫星智能网络与数据工程技术研究中心副主任、无损检测技术福建省高校重点实验室副主任。

1.3 研究兴趣

[1] 电力电子器件和储能电池,包括功率器件状态监测、可靠性评估、数字孪生、物理信息融合、内部损伤检测等

[2] 嵌入式人工智能与边缘计算,包括嵌入式开发、人工智能算法部署、边缘计算、端边协同、星载信号处理等

[3] 新能源电力系统无人化智能巡检,包括风电、光伏等新能源系统的无人机巡检、机器人巡检和无人艇自主航行等

[4] 多模态智能感知与融合,包括机器视觉、红外热成像、偏振成像、激光雷达Lidar、跨模态融合、跨域重建等

[5] 智能仪器仪表,包括智能硬件、嵌入式系统、智能仪器、测控技术与仪器、新型传感器、物联网等

[6] 无损检测与评估,包括AI赋能无损检测、涡流检测、热成像检测和声发射监测等

1.4 联系方式

邮箱:hejicker@163.com; QQ:2078495 老师不是学阀,欢迎来交流咨询^_^

Google学术: http://scholar.google.com.cn/citations?user=RtgsYFQAAAAJ&hl=en

 

二、研究生招生

2.1 培养理念和方式

课题组既有中英国际合作交流、自科基金、省重点研发计划、省自科基金重大项目等纵向课题,还跟国网电科院、国网湖南、南瑞、中国电建、云洲智能、红太阳新能源、湖南航天、中国电科、百度、华为等企业有合作和横向技术开发课题。课题组按照学生兴趣和发展目标进行培养。想出国或读博的同学主要研究前沿理论和方法,锻炼科学和创新思维,发表高水平论文,取得学术成果;想工作的同学主要参与企业横向课题,锻炼嵌入式、软件、算法部署等技术开发能力,参加学科竞赛,可以推荐去企业实习。课题组培养的博士后获得国家自科基金青年项目,3位同学获得国家留学基金委资助公派留学,研究生十人次获得国家奖学金或校长奖学金。鼓励保研同学从大四开始熟悉课题、研一参与课题、研二负责课题,课题组每月予以助研费。课题组经费充沛,实验设备完善,办公用品齐全,发放篮球服鼓励锻炼,供应可乐汽水等饮料,团队关系融洽。就业去向:国外大学(曼彻斯特大学、香港理工大学等)深造,国网、南网、电科院、华为、中兴、海康、vivo、oppo、中国电建等,比较优秀的年薪40w。

2.2 招生学科和方向

根据学院学科点设置,本人及团队老师招生专业及研究方向如下:

[1] 电气工程学硕080800:电力电子器件可靠性、无人机智能巡检、储能电池监测与诊断、数字孪生;

[2] 控制科学与工程学硕081100:多模态感知、嵌入式人工智能、边缘计算、机器视觉、智能传感与无损检测等;

[3] 电子信息专硕085400:03人工智能与机器人、05智能仪器仪表;

[4] 能源动力专硕085800:电气工程。

当前科研项目具有多学科交叉、产学研用结合、紧贴技术前沿和市场需求等特点,欢迎电气、控制、仪器、电子以及其他专业的同学报考,加盟我们的团队,成为专属号码篮球服的拥有者。

2.3 指导学生获奖

[1] 中国发明创业奖·创新奖二等奖,多模动态热成像无损检测关键技术及应用,博士生排第四,2021年10月;

[2] 湖南省仪器仪表学会科学技术奖一等奖,新型体加热激励的热成像缺陷检测系统与产业应用,博士生排第五第六,2021年10月;

[3] 百度飞桨杯第二届湖南省研究生人工智能创新大赛二等奖. 黑暗环境下非合作目标行为与身份识别技术. 2021年10月;

[4] 第六届全国计算机类课程实验教学案例设计竞赛(人工智能类)三等奖,基于百度飞桨实现红外人员行为与身份识别,研究生排第二第三,2021年9月;

[5] 中国传感器创新创业大赛(华中赛区)创新应用组二等奖,高精度电磁无损检测设备,2021.8;

[6] 兆易创新杯第十六届研电赛华中赛区三等奖,电磁无损检测小分队,2021.7;

[7] 自兴杯第一届湖南省研究生人工智能创新大赛二等奖. 黑暗环境下人员身份识别技术. 2020年12月;

[8] 湖南省高校第四届研究生电子设计竞赛三等奖. 基于串口通讯的嵌入式高精度阵列差分电磁无损检测系统设计,2020年12月;

[9] 教育部产学合作协同育人创新创业联合基金/国家大学生创新创业训练计划项目.SiC功率半导体器件的机械应力波机理研究,合作单位:英飞凌科技(中国)有限公司;

[10] 湖南省第二届虚拟仪器设计大赛一等奖,光伏电池成像检测与信息融合仪器,2018.11;

[11] 湖南省第二届虚拟仪器设计大赛二等奖,基于主动红外机器视觉的碳纤维复合材料检测仪器,2018.11。

图2.师生篮球赛

图3. 课题组篮球队 


三、教育和工作经历

3.1 工作经历

[1] 2022.01-至今  湖南大学电气与信息工程学院,教授;

[2] 2019.11-2020.01 英国萨里大学工程与物理学部,访问学者;

[3] 2016.05-2021.12 湖南大学电气与信息工程学院仪器科学与技术系, 系主任、副教授;

[4] 2012.12-2016.04 国防科学技术大学机电工程与自动化学院仪器科学与技术系,讲师;

3.2 教育背景

[1] 2009.03-2012.12 国防科学技术大学机电工程与自动化学院,博士研究生。导师:罗飞路教授;

[2] 2011.02-2012.02 英国纽卡斯尔大学电气电子工程学院,联合培养博士研究生。导师:Gui Yun Tian教授;

[3] 2006.09-2008.12 国防科学技术大学机电工程与自动化学院,硕士研究生,导师:罗飞路教授;

[4] 2002.09-2006.06 西安交通大学机械工程与自动化学院测控技术与仪器专业,本科,导师:景蔚萱教授;

[5] 2004.09-2006.06 西安交通大学电子与信息工程学院计算机科学与技术专业,辅修。


四、主持项目和课题

[1] 国家自然科学基金面上项目,基于非线性电磁声发射的电力电子器件损伤在线检测方法,59万,2021-2024;

[2] 国家自然科学基金委员会与英国皇家学会合作交流项目“复合材料微损伤的无损检测和成像”,10万,2018.04-2020.03;英国皇家学会牛顿基金(Royal Society Newton Mobility Grant)“Non-destructive micro-damage detection and imaging in composites”,1.2万英镑,2018.04-2020.04;

[3] 国家自然科学基金青年项目“大面积连续窗扫描涡流热成像缺陷检测与层析成像方法研究”,经费24万,2016.01.01-2018.12.31;

[4] 珠海云洲委托课题,基于无人船的水上目标识别与定位系统软件开发,78.8万,2020.06-2020.11;

[5] 珠海云洲委托课题,水上目标智能识别系统软件开发,99.5万,2021.04-2021.12;

[6] 珠海云洲委托课题,基于深度学习的落水人员智能救生软件开发,40万,2021.04-2021.12;

[7] 中国电建集团中南勘测设计研究院有限公司委托课题,基于无人机的陆上风力发电机组叶片智能巡检系统开发项目红外热成像智能检测模块开发,49.6万,2021.01-2021.10;

[8] 湖南省自然科学基金重大项目的课题,基于多传感器跨层次异构信息融合的智能认知与信息处理,100万/1000万,2021.7.1-2024.6.30;

[9] 湖南省重点研发计划,基于多光融合的智慧车间多目标视觉检测与行为分析技术,150万,2022-2024;

[10]湖南省自然科学基金jc青年基金项目,多模动态智能热成像无损检测,50万,2022-2024

[11]湖南省科技创新计划项目科技人才专项,湖湘青年英才,50万,2018-2021;

[12]新能源与储能运行控制国家重点实验室开放基金,基于声发射的储能电池全寿命周期性能与损伤监测评价技术,10万,2021.05-2022.9,中国电力科学研究院有限公司;

[13]长沙市科技计划项目,风机变流器IGBT内部机械应力波的产生传播与检测机理,10万,2020-2022;

[14]新型电力系统运行与控制全国重点实验室开放课题,基于非线性电磁声发射的宽禁带功率器件内部损伤在线检测理论和方法,5万,2022.05-2023.10,清华大学;

[15]CCF-百度松果基金,基于多特征学习的热成像人员实时身份识别与姿态行为分析,15万,2029.9-2023.7。


五、代表性中文论文(英文SCI见页面底端)

[1] 王峰,杨利波,杨嘉妮,万富力,孙高森*,孙秋芹,何赟泽*. 基于5G与北斗的输电线路无人机车载智能移动巡检系统设计.中国测试,2022,已接收

[2] 党相昭,何赟泽*,程亮,杜闯,刘圳康,杨春利,王磊刚,杨士远. 面向水域场景的热成像人员识别算法研究. 电子测量与仪器学报. 2022, 接收;

[3] 隋子豪,李志娟,刘明楠,佘赛波,张天安,何赟泽*. 基于柔性正交矩形涡流线圈的铝合金应力测试. 中国测试. 2022,接收;

[4] 何赟泽,张帆,刘昊*,李杰,虞俊锋,侯岳骏,王洪金. 风机叶片无人机红外热图像拼接方法. 电子测量与仪器学报. 2022, 36(7):44-53;

[5] 何赟泽,李响,王洪金*,侯岳骏,张帆,牟欣颖,刘浩,程豪,李时华,李杰. 基于可见光和热成像的风机叶片全周期无损检测综述. 机械工程学报,2022,接收;

[6] 郭海艳,程亮,杨春利,刘斌,王磊刚,闫雪梅,熊锐,陈朋鹏,何赟泽*. 面向水面无人艇的目标检测与船舶分类系统研究. 中国测试. 2022,接收;

[7] 范玉莹,何赟泽*,孙高森,王洪金,刘昊,李杰. 基于无人机图像的风力发电机轮毂中心检测与跟踪. 中国测试. 2022, 接收;

[8] 何赟泽*,刘松源,白芸,刘菲,耿学锋,任丹彤,唐锐洋. 基于声发射的Cascode型GaN HEMT器件机械应力波检测与分析. 中国电机工程学报,2021,接收;

[9] 耿学锋,何赟泽*,王广鑫,刘松源,李运甲. IGBT关断时刻的应力波测量优化及影响因素分析. 电工技术学报. 2021, 接收;

[10] 何赟泽, 周雅楠, 胡毅. IGBT开关诱导产生机械应力波的低压试验研究. 电力科学与技术学报. 2021,接收;

[11] 邓堡元,何赟泽*,王洪金,张宏,杨渊,马敏敏,牟欣颖,杨瑞珍. 光伏电池图像序列的深度学习检测方法. 机械工程学报,2021,57(8),98-106;

[12] 耿学锋,何赟泽*,李孟川,任丹彤,邹翔,赵俊蒙,李运甲. IGBT多物理场建模技术与应用研究概述. 中国电机工程学报,2021,接收;

[13] 牟欣颖,何赟泽*,王洪金,邓堡元,杨渊,周可,杨瑞珍. 基于一维卷积神经网络的联动扫描热成像缺陷自动识别与深度回归. 电子测量与仪器学报. 2021, 35(4), 211-217;

[14] 李孟川,何赟泽*,孟志强,周雅楠,李运甲. 基于声发射检测技术的电力电子器件/模块机械应力波综述. 电工技术学报,2021,36 (22), 4773-4783;

[15] 何赟泽*,邹翔,李孟川,周雅楠,赵志斌,黄守道,佘赛波,白芸. 30 V 条件下功率 MOSFET 器件应力波理论与试验研究. 中国电机工程学报,2021,41(16),5683-5692;

[16] 彭昱、黄守道、何赟泽*、郭昕、罗德荣、张晓飞. 电机绕组缺陷的电-磁-热多物理场仿真与定量检测方法. 电机与控制学报,2021,25(1),79-89;

[17] 杨瑞珍, 杜博伦, 何赟泽*, 黄守道, 张宏, 晶体硅光伏电池电磁感应激励红外热辐射缺陷检测与成像技术, 电工技术学报, 2018,33(s2), 321-330;

[18] 杜博伦,何赟泽*,杨瑞珍,黄守道,电磁感应对硅光伏电池可视化检测技术的改性,仪器仪表学报,2018,39(10),158-165;




     

Prof. Dr. Yunze He

INFORMATION

Professor with College of Electrical and Information Engineering

Group Leader of Intelligent Sensing and NDT

Hunan University

Changsha, Hunan Province

410082, P. R. China

Cell Phone: +86 13467698133

Email: yhe&vip.163.com, hejicker&163.com, hejicker&gmail.com

Google Scholar: http://scholar.google.com.cn/citations?user=RtgsYFQAAAAJ&hl=en

Scopus: http://www.scopus.com/authid/detail.url?authorId=27667690600

Researcher ID: http://www.researcherid.com/rid/D-2364-2012

BRIEF BIOGRAPGHY

Yunze He received the Ph.D. degree in instrument science and technology from National University of Defense Technology (NUDT), China in Dec, 2012 and finished the Joint PhD study in College of Electrical, Electronic and Engineering, Newcastle University, UK in Feb, 2012. Currently, he is a Professor with College of Electrical and Information Engineering, and Group Leader of NDT and Intelligent Sensing with Hunan University (Top 30 in China). He has chaired or participated in more than 30 projects including NSFC, The Engineering and Physical Sciences Research Council (EPSRC), The Royal Society etc. He has been awarded Royal Society-Newton Mobility Grant in 2018 and Vebleo Scientist Award in 2021. In 2020, he is selected into World’s Top 2% Scientists (Career, Stanford University). In 2021, he is selected into 2020 Highly Cited Chinese Researchers (Elsevier). He has published more than 70 academic papers in journals, which have been cited more than 3500 times in Google scholar and the h-index is 35. He has published a book titled ‘Eddy current thermography non-destructive testing’ in Chinese (Beijing, China: National Defense Industry Press, 2012) and a book titled ‘Transient electromagnetic-thermal nondestructive testing’ in English (Oxford, U.K.: Butterworth-Heinemann, 2017). His research interests include nondestructive testing (NDT), condition monitoring, and sensing. He is reviewer for over 60 academic journals and the leading editor of special issue ‘Deep learning and AI of non-vision sensor and imaging’ of Journal of Sensors. Also, he is editorial board of International Journal of Robotics and Automation Technology.

RESEARCH INTERESTS

Non-destructive testing (NDT), Thermography, Eddy current testing, Acoustic emission

Intelligent sensing, Multimodal perception,

Inspection and automation, Machine vision, Deep learning

Condition monitoring of power electronics and battery

ACADEMIC EXPERIENCE 

[1] Jan. 2022--Now (Professor)

College of Electrical and Information Engineering, Hunan University, China;

[2] May. 2016—Dec. 2021 (Associate Professor)

College of Electrical and Information Engineering, Hunan University, China;

[3] Nov. 2019--Jan.2020 (Visiting Scholar)

Faculty of Engineering & Physical Sciences, University of Surrey, UK;

[4] Dec. 2012--May. 2016 (Lecturer)

College of Mechatronic Engineering and Automation, National University of Defense Technology, China;

[5] Feb. 2011--Feb.2012 (Joint PhD)

School of Electrical, Electronic Engineering, Newcastle University, Newcastle upon Tyne, UK;

[6] Jan. 2009--Dec.2012 (Doctor of Philosophy)

College of Mechatronic Engineering and Automation, National University of Defense Technology, China;

[7] Sep. 2006--Dec.2008 (Master of Engineering)

College of Mechatronic Engineering and Automation, National University of Defense Technology, China;

[8] Sep. 2002--Jul. 2006 (Bachelor of Engineering)

College of Mechanical Engineering and Automation, Xi’an JiaoTong University, China.

 ACADEMIC PAPER

[1] Hongying He, Youlin Zhao, Bin Lu, Yunze He*, Guoji Shen*, Zhiyi He, Hongjin Wang. Detection of debonding defects between radar absorbing material and CFRP substrate by microwave thermography. IEEE sensors journal. 2021, accepted

[2] Xuefeng Geng, Yunze He*, Chenghao Zeng, Guangxin Wang, Hangru Yang, Jinhui Lei, Erzhuang Zhao, Wanjun Cao, Yunjia Li. Analysis of Influence Parameters of Stress Wave at the Turn-off Moment in IGBT Device Based on Differential AE Sensor. IEEE sensors journal. 2021, accepted

[3] Xiang Zou, Yunze He*, Zhenjun Zhang*, Mengchuan Li, Saibo She, Xuefeng Geng, Yun Bai, Xiangzhao Dang, Dantong Ren, Zhiyu Chen. Experimental Study and Signal Analysis of Acoustic Emission from Power MOSFET. Microelectronics Reliability. 127(2021), 114411.

[4] Baoyuan Deng, Wentao Wu, Xiang Li, Hongjin Wang*, Yunze He*, Guoji Shen, Yongpeng Tang, Ke Zhou, Zhenjun Zhang, Yaonan Wang. Active 3D Thermography based on Feature-free Registration of Thermogram Sequence and 3D Shape via a Single Thermal Camera. IEEE Transactions on Industrial Electronics. 2021, Accepted.

[5] Yun Bai, Haoning Shen, Yunze He*, Fei Liu, Lei Wang, Xuefeng Geng, Dantong Ren,  Songyuan Liu, Xiangzhao Dang, and Yunjia Li. Analysis of the Stress-Wave Influence Parameters of Silicon MOSFET Under 300V Drain Source Voltage. IEEE sensors journal. 2021, 21(18), 20107-20118.

[6] Saibo She, Youzhi Liu, Shijing Zhang*, Yizhang Wen*, Zhongji Zhou, Xiaoke Liu, Zihao Sui, Dantong Ren, Fan Zhang, Yunze He*. Flexible Differential Butterfly-Shape Eddy Current Array Sensor for Defect Detection of Screw Thread. IEEE sensors journal. 2021, 21(18), 20764-20777.

[7] Yunze He, Baoyuan Deng*, Hongjin Wang, Liang Cheng*, Ke Zhou, Siyuan Cai, Francesco Ciampa. Infrared machine vision and infrared thermography with deep learning: a review. Infrared Physics & Technology. Available online 20 April 2021, 103754.

[8] Kai Zhang, Jianxiang Yin, Yunze He*. Acoustic Emission Detection and Analysis Method for Health Status of Lithium ion Battery. Sensors. 2021, doi.org/10.3390/s21030712.

[9] Yu Peng, Shoudao Huang, Baoyuan Deng*, Yunze He*, Xin Guo, Hongjin Wang, Jian Han. Joint Scanning Electromagnetic Thermography for Industrial Motor Winding Defect Inspection and Quantitative Evaluation. IEEE Transactions on Industrial Informatics, 2021, 17(10):6832-6841. DOI:10.1109/TII.2020.3045784.

[10] Baoyuan Deng, Xiang Li, Hongjin Wang*, Yunze He*, Francesco Ciampa, Yiwen Li, Ke Zhou. Line Scanning Thermography Reconstruction Algorithm for Defects Inspection with Novel Velocity Estimation and Image Registration. IEEE sensors journal. 2021, 21(10):11555-11568. DOI: 10.1109/JSEN.2020.3034460.

[11] Yunze He; Mengchuan Li*; Zhiqiang Meng; Sheng Chen; Shoudao Huang; Yi Hu; Xiang Zou. An overview of acoustic emission inspection and monitoring technology in the key components of renewable energy systems. Mechanical Systems and Signal Processing. 2021, Volume 148, 1 February 2021, 107146.

[12] Saibo She, Yifang Chen, Yunze He*, Zhongji Zhou, Xiang Zhou. Optimal design of remote field eddy current testing probe for ferromagnetic pipeline inspection. Measurement, vol:168, 108306, 2021.

[13] Bolun Du, Yigang He*, Yunze He*, Jiajun Duan, Yaru Zhang. Intelligent Classification of Silicon Photovoltaic Cell Defects Based on Eddy Current Thermography and Convolution Neural Network. IEEE Transactions on Industrial Informatics, 16(10), 2020, 6242-6251, 10.1109/TII.2019.2952261;

[14] Bolun Du, Yigang He*, Yunze He*, Chaolong Zhang. Progress and trends in fault diagnosis for renewable and sustainable energy system based on infrared thermography: A review. Infrared Physics & Technology, Volume 109, September 2020, 103383;

[15] Saibo She, Yunze He*, Yifang Chen, Tomasz Chady. Flexible Floral Eddy Current Probe for Detecting Flaws in Metal Plate. IEEE sensors journal. 2020, Volume: 20, Issue: 18,  Page(s): 10521-10529;

[16] Mengchuan Li, Yunze He*, Zhiqiang Meng*, Jun Wang, Xiang Zou, Yi Hu and Zhibin Zhao. Acoustic Emission Based Experimental Analysis of Mechanical Stress Wave in IGBT Device, IEEE sensors journal. 2020, 20(11), 6064-6074;

[17] Yu Peng, Shoudao Huang, Yunze He*, Xin Guo. Eddy Current Pulsed Thermography for Noncontact Nondestructive Inspection of Motor Winding Defects, IEEE sensors journal, 2020, 20(5), 2625-2633;

[18] Zhiyi He, Hongjin Wang*, Yunze He*, Guixiang Zhang, Jiazheng Wang, Gaoyu Zou, Tomasz Chady. Joint Scanning Laser Thermography Defect Detection Method for Carbon Fiber Reinforced Polymer, IEEE sensors journal, 2020, 20(1): 328-336;

[19] Ruizhen Yang, Bolun Du*, Puhong Duan; Yunze He*; Hongjin Wang; Yigang He; Kai Zhang. Electromagnetic Induction Heating and Image Fusion of Silicon Photovoltaic Cell ElectroThermography and Electroluminescence, IEEE Transactions on Industrial Informatics, 2020, 16(7), 4413-4422;

[20] Xiaofei Zhang, Yunze He*, Tomasz Chady, Guiyun Tian, Jingwei Gao, Hongjin Wang and Sheng Chen. CFRP Impact Damage Inspection Based on Manifold Learning Using Ultrasonic Induced Thermography, IEEE Transactions on Industrial Informatics, 2019, 15(5), 2648-2659;

[21] Hongjin Wang, Nichen Wang, Zhiyi He, Yunze He*, Phase-locked Restored Pseudo Heat Flux Thermography for Detecting Delamination inside Carbon Fiber Reinforced Composites, IEEE Transactions on Industrial Informatics, 2019, 15(5),2938-2946;

[22] Xiaofei Zhang, Xuan Wu*, Yunze He*, Shigang Zhang, Sheng Chen, Deqiang Zhou, Shuming Yang, CFRP Barely Visible Impact Damage Inspection Based on an Ultrasound Wave Distortion Indicator, Composites Part B-Engineering, Volume 168, 1 July 2019, Pages 152-158;

[23] Kai Zhang, Zhurong Dong*, Zhan Yu, Yunze He*. Shape Mapping Detection of Electric Vehicle Alloy Defects Based on Pulsed Eddy Current Rectangular Sensor. Applied Sciences, 2018, 8(11), 2066;

[24] Deqiang Zhou*, Xiang Chang, Yunze He*, Hua Wang, Piyu Cao. Influence of Key Factors on Eddy Current Testing Sensitivity and Monotonicity on Subsurface Depth for Ferromagnetic and Non-ferromagnetic Materials. Sensors & Actuators: A. Physical, 278, 98-110, 2018;

[25] Ruizhen Yang, Yunze He*, Andreas Mandelis, Nichen Wang, Xuan Wu, Shoudao Huang, Induction Infrared Thermography and Thermal-Wave-Radar Analysis for Imaging Inspection and Diagnosis of Blade Composites. IEEE Transactions on Industrial Informatics, 2018, 14(12), 5637-5647;

[26] Yunze He, Ruizhen Yang*, Shoudao Huang. Dynamic Scanning Electromagnetic Infrared Thermographic Analysis Based on Blind Source Separation for Industrial Metallic Damage Evaluation. IEEE Transactions on Industrial Informatics, 2018, 14(12): 5610-5619;

[27] Yunze He, Bolun Du*, Shoudao Huang. Noncontact Electromagnetic Induction Excited Infrared Thermography for Photovoltaic Cells and Modules Inspection, IEEE Transactions on Industrial Informatics, 2018, 14(12):5585-5593;

[28] Yunze He, Sheng Chen*, Deqiang Zhou, Shoudao Huang, and Pan Wang. Shared Excitation Based Nonlinear Ultrasound and Vibrothermography Testing for CFRP Barely Visible Impact Damage Inspection, IEEE Transactions on Industrial Informatics, 2018, 14(12):5575-5584;

[29] Ruizhen Yang*, Yunze He*, Hong Zhang, Shoudao Huang. Through coating imaging and nondestructive visualization evaluation of early marine corrosion using electromagnetic induction thermography, Ocean engineering, 2018, 147: 277-288。


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