艾德米
职称:副教授
通信地址:武汉市洪山区华中科技大学建筑工程系
邮编:430074
Email:aidemi@hust.edu.cn
个人简介
艾德米,男,1989年12月生,博士,副教授,博士生导师。2017年毕业于华中科技大学,获结构工程博士学位,2017至2019年在华中科技大学力学流动站做博士后研究工作,2019年8月起任土木工程与力学学院副教授。担任控制结构湖北省重点实验室秘书,中国振动工程学会结构抗振控制与健康监测委员会青年委员,国家自然科学基金委通讯评审人,SCI期刊专刊主编,60余本SCI和国内学术期刊审稿人。主要研究方向为智能压电传感理论及工程应用、结构损伤识别与健康监测、监测信号处理与机器学习等。近年来发表学术论文50余篇,其中以第一/通讯作者发表SCI论文30余篇(中科院Top期刊20余篇),SCI论文平均影响因子6.1,被引1000余次,研究成果获湖北省技术发明三等奖、国家技术发明二等奖,参编专著1部,主持国家自然科学基金面上、青年等科研项目4项,参与8项,申请(授权)发明专利10余项,参与完成武汉鹦鹉洲长江大桥动力测试等重大工程项目。目前指导博士、硕士毕业生7人(1人获国家奖学金),本科毕业生近20人,多人保送至英国、德国、香港理工大学、浙江大学、哈尔滨工业大学等高校。
科研项目
1. 国家自然科学基金面上项目,智能压电传感数据驱动的服役期叠层橡胶隔震支座损伤识别研究,主持
2. 国家自然科学基金青年项目,基于智能压电传感机械阻抗的混凝土结构钢筋锈蚀损伤识别,主持
3. 中国博士后科学基金面上项目,基于压电传感机械阻抗的混凝土结构应力及微损伤识别,主持
4. 华中科技大学创新基金项目,温度对基于压电阻抗的结构损伤检测方法的作用机理研究,主持
5. 国家重点研发计划子课题,交通基础设施结构智能诊治基础科学问题,主要成员
6. 湖北省自然科学基金创新群体项目,城市轨道交通地下结构全覆盖健康监测方法研究,主要成员
7. 国家自然科学基金面上项目,考虑环境影响基于压电阻抗的混凝土结构损伤识别研究,主要成员
8. 国家自然科学基金青年项目,基于广义Morse同步挤压小波和子结构法的结构时变参数识别,主要成员
9. 国家自然科学基金面上项目,基于韧性耗散模型的桥墩船撞混合桩损伤定量识别研究,主要成员
10. 国家自然科学基金面上项目,基于分布式识别策略的超长线状盾构隧道惟响应损伤定位方法研究,主要成员
11. 国家自然科学基金青年项目,荷载/环境下钢管混凝土加固桥墩时变可靠度研究,主要成员
12. 国家重点基础研究发展计划,动态时空环境效应下的地下结构健康诊断与服役性能预知理论,主要成员
教学工作
《混凝土结构基本原理》(本科生课程)
《结构设计原理》(本科生课程)
《建筑结构》(本科生课程)
奖励荣誉
1. 2024年湖北省技术发明三等奖
2. 2024年中文EI期刊2024年度优秀审稿专家
3. 2024年华中科技大学教学竞赛二等奖
4. 2016年教育部博士研究生国家奖学金
5. 2015年第六届两岸四地高校土木工程监测与控制学术论文竞赛一等奖
代表性论文
1. Demi Ai*, Fang Mo. Prediction of unknown compressive stress/damage in concrete structure using 3D convolutional neural network-based deep learning of raw electromechanical admittance signals. Journal of Intelligent Material Systems and Structures, 2025. (SCI, 中科院3区, IF=2.774)
2. Demi Ai*, Duluan Zhang, Hongping Zhu. A damage localization approach for concrete structure using discrete wavelet transform of electromechanical admittance of bonded PZT transducers, Mechanical Systems and Signal Processing. 2024. (SCI, 中科院1区Top期刊, IF=7.9)
3. Yangyang Chen, Wen Liu, Demi Ai*, et al. Probabilistic reliability assessment method for max ground settlement prediction of subway tunnel under uncertain construction information. Computers and Geotechnics, 2024. (SCI, 中科院1区Top期刊, IF=5.3)
4. Demi Ai*, Cong Huang, Haiyang Cheng. Shear stress identification in plate rubber bearings using surface-bonded piezoelectric transducer: A feasibility study. Measurement, 2024. (SCI, 中科院2区Top期刊, IF=5.6).
5. Yangyang Chen, Wen Liu, Demi Ai*, et al. Real-time model updating for prediction and assessment of under-construction shield tunnel induced ground settlement in complex strata, ASCE Journal of Computing in Civil Engineering, 2024. (SCI, 中科院2区, IF=4.7)
6. Demi Ai*, Duluan Zhang, Hongping Zhu. Damage localization on reinforced concrete slab structure using electromechanical admittance technique and probability-weighted imaging algorithm. Construction and Building Materials, 2024. (SCI, 中科院1区Top期刊, IF=7.4)
7. Demi Ai*, Chaokun Chen, Hongping Zhu. Monitoring of compressive strength gain in mass concrete using embedded piezoelectric transducers. Structural Design of Tall and Special Buildings, 2024. (SCI, 中科院3区, IF=2.4)
8. Hedong Li, Yaozhi Luo, Demi Ai*. A temperature compensation approach using dynamic time warping for electromechanical admittance-based concrete structural damage identification. Structural Health Monitoring, 2024. (SCI, 中科院2区Top期刊, IF=6.6)
9. Demi Ai*, Hedong Li, Hongping Zhu. Flexure-critical stress and damage identification in RC beam structure using embedded piezoelectric transducers: 2D modelling and experimental investigations, Construction and Building Materials, 2023. (SCI, 中科院1区Top期刊, IF=7.693)
10. Demi Ai*, Rui Zhang. Deep learning of electromechanical admittance data augmented by generative adversarial networks for flexural performance evaluation of RC beam structure. Engineering Structures, 2023. (SCI, 中科院1区Top期刊, IF=5.582)
11. Demi Ai*, Fang Mo, Jiabao Cheng, et al. Deep learning of electromechanical impedance for concrete structural damage identification using 1-D convolutional neural networks, Construction and Building Materials, 2023. (SCI, 中科院1区Top期刊, IF=7.693)
12. Demi Ai*, Jiabao Cheng. A deep learning approach for electromechanical impedance based concrete structural damage quantification using two-dimensional convolutional neural network. Mechanical Systems and Signal Processing, 2023. (SCI, 中科院1区Top期刊, IF=8.934)
13. Hedong Li, Demi Ai*, Hongping Zhu. Thermal hysteresis effect and its compensation on electro-mechanical impedance monitoring of concrete structure embedded with piezoelectric sensor, Buildings, 2023. (SCI, 中科院3区, IF=3.8)
14. Demi Ai*, Hongping Zhu. Adhesive curing effect of bonded piezoelectric transducer on electromechanical impedance-based concrete structural damage detection. Structural Health Monitoring, 2023. (SCI, 中科院2区Top期刊, IF=6.6)
15. Hedong Li, Yaozhi Luo, Demi Ai*. Restoration of electromechanical admittance signature via solving constrained optimization problems for concrete structural damage identification, Measurement, 2023. (SCI, 中科院2区Top期刊, IF=5.6).
16. Demi Ai*, Fang Mo, Yihang Han, et al. Automated identification of compressive stress and damage in concrete specimen using convolutional neural network learned electromechanical admittance. Engineering Structures, 2022. (SCI, 中科院1区Top期刊, IF=5.582)
17. Demi Ai*, Lixun Du, Hedong Li, et al. Corrosion damage identification for reinforced concrete beam using embedded piezoelectric transducer: Numerical simulation. Measurement, 2022. (SCI, 中科院2区Top期刊, IF=5.6)
18. Demi Ai*, Fang Mo, Feng Yang, et al. Electromechanical impedance-based concrete structural damage detection using principal component analysis incorporated with neural network. Journal of Intelligent Material Systems and Structures, 2022. (SCI, 中科院3区, IF=2.774)
19. Demi Ai*, Zeliang Yang, Hedong Li, et al. Heating-time effect on electromechanical admittance of surface-bonded PZT sensor for concrete structural monitoring. Measurement, 2022. (SCI, 中科院2区Top期刊, IF=5.6)
20. Hedong Li, Demi Ai*, Hongping Zhu, et al. Integrated electromechanical impedance technique with convolutional neural network for concrete structural damage quantification under varied temperatures. Mechanical Systems and Signal Processing, 2021, 152: 107467. (SCI, 中科院1区Top期刊, IF=8.934)
21. Demi Ai*, Chengxing Lin, Hongping Zhu. Embedded piezoelectric transducers based early-age hydration monitoring of cement concrete added with accelerator/retarder admixtures. Journal of Intelligent Material Systems and Structures, 2021, 32(8): 847-866. (SCI, 中科院3区, IF=2.774)
22. Hedong Li, Demi Ai*, Hongping Zhu, et al. Compressed sensing-based electromechanical admittance data loss recovery for concrete structural health monitoring. Structural Health Monitoring, 2021, 20(3): 1247–1273. (SCI, 中科院2区Top期刊, IF=6.6)
23. Demi Ai*, Chengxing Lin, Hui Luo, et al. Temperature effect on electromechanical admittance based concrete structural health monitoring. Structural Health Monitoring. 2020, 19(3): 661–692. (SCI, 中科院2区Top期刊, IF=6.6)
24. Hedong Li, Demi Ai*, Hongping Zhu, et al. An Orthogonal Matching Pursuit based signal compression and reconstruction approach for electromechanical admittance based structural health monitoring. Mechanical Systems and Signal Processing, 2019, 133: 106276. (SCI, 中科院1区Top期刊, IF=8.934)
25. Demi Ai*, Hui Luo, Hongping Zhu. Numerical and experimental investigation of flexural performance on pre-stressed concrete structures using electromechanical admittance. Mechanical Systems and Signal Processing, 2019, 128: 244-265. (SCI, 中科院1区Top期刊, IF=8.934)
26. Demi Ai, Hui Luo, Chao Wang, et al. Monitoring of the load-induced RC beam structural tension/compression stress and damage using piezoelectric transducers. Engineering Structures, 2018, 154: 38-51. (SCI, 中科院1区Top期刊, IF=5.582)
27. Demi Ai*, Hongping Zhu, Hui Luo, et al. Mechanical impedance based embedded piezoelectric transducer for reinforced concrete structural impact damage detection: A comparative study. Construction and Building Materials, 2018, 165: 472-483. (SCI, 中科院1区Top期刊, IF=7.693)
28. Chao Wang, Demi Ai, Weixin Ren. A wavelet transform and substructure algorithm for tracking the abrupt stiffness degradation of shear structure. Advances in Structural Engineering, 2018, 22: 1136-1148. (SCI, IF=2.438)
29. Demi Ai, Hui Luo, Hongping Zhu. Diagnosis and validation of damaged PZT sensor in electromechanical impedance technique. Journal of Intelligent Material Systems and Structures, 2017, 28(7): 837-850. (SCI, 中科院3区, IF=2.774)
30. Hongping Zhu, Hui Luo, Demi Ai*, et al. Mechanical impedance-based technique for steel structural corrosion damage detection. Measurement, 2016, 88: 353-359. (SCI, 中科院2区Top期刊, IF=5.6)
31. Demi Ai, Hongping Zhu, Hui Luo. Sensitivity of embedded active PZT sensor for concrete structural impact damage detection. Construction and Building Materials, 2016, 111: 348-357. (SCI, 中科院1区Top期刊, IF=7.693)
32. Jingwen Yang, Hongping Zhu, Dansheng Wang, Demi Ai. The compensation technique of tensile force effect on the electro-mechanical impedance method for structural health monitoring. Journal of Intelligent Material Systems and Structures, 2015, 26(18): 2477-2488. (SCI, 中科院3区, IF=2.774)
33. Demi Ai, Hongping Zhu, Hui Luo, et al. An effective electromechanical impedance technique for steel structural health monitoring. Construction and Building Materials, 2014, 73: 97-104. (SCI, 中科院1区Top期刊, IF=7.693)
34. 黎赫东,艾德米*,朱宏平. 基于压缩感知理论重构压电阻抗信号的钢结构损伤识别. 建筑结构学报, 2022, 10.14006/j.jzjgxb.2020.0586. (EI)
35. 王超,朱宏平,艾德米. 基于同步挤压小波变换的结构时变参数识别.华中科技大学学报(自然科学版), 2017, 45(11): 46-50. (EI)
36. 艾德米,朱宏平,罗辉. 基于压电阻抗的隧道管片结构螺栓松动损伤识别试验.土木工程与管理学报, 2016, 33: 39-42.
37. 王超,朱宏平,吴巧云,艾德米. 基于小波多分辨率分析的结构时变参数识别.华中科技大学学报(自然科学版),2016,44:31-35. (EI)
38. 王超,黄彩萍,艾德米,朱宏平. 基于统计小波包能量分布的结构健康状况预警.土木工程与管理学报, 2016, 33(6): 12-15.
39. 杨景文,朱宏平,王丹生,艾德米. 基于EMI损伤检测技术的温度补偿研究.土木工程与管理学报, 2014, 31(3): 7-11.
发明专利
1、基于深度学习导纳特征的混凝土压应力识别方法和系统,2022106510197,授权,排1
2、基于二维卷积神经网络的损伤识别方法及设备,2021114904054,授权,排1
3、基于二维卷积神经网络的损伤识别模型建立方法及设备,2021114922048,授权,排1
4、基于压电导纳的数据压缩重构及结构损伤识别方法、设备,2019113753473,授权,排1
5、一种用于结构损伤识别的拉力补偿方法,2017101904768390,授权,排2
学术兼职
受邀担任SCI期刊 Buildings (IF=3.8) “Concrete Structural Safety and Health monitoring”、“Structural Health Monitoring and Intelligent Operation Maintenance of Concrete and Steel Structures”专刊主编;
长期担任Mechanical Systems and Signal Processing、Cement and Concrete Composites、Structural Health Monitoring、Construction and Building Materials、Thin-Walled Structures、ASCE Journal of Materials in Civil Engineering、Smart Structures and Systems、Measurement、Structural Control and Health Monitoring、Journal of Big Data、Journal of Intelligent Material Systems and Structures、IEEE Access、Scientific Reports、Sensors and Actuators: A. Physical、Steel and Composite Structures、 Energies、Journal of Civil Structural Health Monitoring、Ain Shams Engineering Journal、Buildings、Journal of Nondestructive Evaluation、Sensors、CMC-Computers Materials & Continua、Symmetry、Journal of Structural Integrity and Maintenance、Advances in Structural Engineering、AIMS Mathematics、Anti-Corrosion Methods and Materials、Journal of Composites Science、Iranian Journal of Science and Technology, Transactions of Civil Engineering、Recent Progress in Materials、Arabian Journal for Science and Engineering、Sustainability、Machines、Electronics、International Journal of Optics and Photonic Engineering、Geomechanics and Engineering、Journal of Advanced Research in Applied Mechanics、Current Nanoscience、IEEE Journal on Multiscale and Multiphysics Computational Techniques、 Infrastructures、The Open Civil Engineering Journal、Scientia Iranica等60余本国际和国内学术期刊审稿人