人物經歷
教育背景
2001.09—2005.06 本科 湖南大學土木工程學院
2005.09—2007.06 碩士 湖南大學力學與航空航天學院
2007.09—2012.06 博士 湖南大學土木工程學院
工作履歷
2013.05—2015.05 博士後 香港理工大學土木與環境工程系
2015.05-2016.07 Research Associate 香港理工大學土木與環境工程系
2016.11至今 副教授 湖南大學土木工程學院
研究領域
結構動力系統
結構健康監測與損傷識別(線性與非線性系統)
基於機器視覺與深度學習的動力系統識別
結構振動控制、減振隔震
建築結構風致振動研究
科研項目
[1] 主持湖南大學青年教師成長計畫: 健康監測系統與振動控制系統一體化方法研究,2017-2021.(No.531107050912 )
[2] 主持國家自然科學基金青年基金項目:基於卡爾曼濾波理論的動力系統識別與結構半主動控制一體化方法研究,2018-2020.(No.51708198)
[3] 主持湖南省自然科學基金青年基金項目:未知激勵下結構時變參數線上識別與振動控制實時結合方法研究,2018-2020. (No.2018JJ3054)
學術論文
期刊論文
Jia He*, Xiaoxiong Zhang and Naxin Dai. An improved Kalman filter for joint estimation of structural states and unknown loadings, Smart Structures and Systems, 2019 (In Press) (SCI)
Jia He*, Xiaoxiong Zhang, Bin Xu. KF-based multi-scale response reconstruction under unknown inputs with data fusion of multi-type observations, Journal of Aerospace Engineering, 2019, 32(4): 04019038. (SCI)
Jia He*, Xiaoxiong Zhang, Mengchen Qi, and Bin Xu. Model-Free Identification of Nonlinear Restoring Force with Modified Observation Equation. Applied Science, 2019, 9(306). (SCI)
Jing Ji, Maomao Yang, Liangqin Jiang, Jia He*, Zhenchao Teng, Yingchun Liu, and Huayu Song. Output-Only Parameters Identification of Earthquake-Excited Building Structures with Least Squares and Input Modification Process. Applied Science, 2019, 9(696). (SCI)
張肖雄,賀佳*,許斌。基於卡爾曼濾波和遞推最小二乘在部分觀測信息下的參數識別法,地震工程與工程振動,2019,32(2): 134-140.
張肖雄,賀佳*。基於擴展卡爾曼濾波的結構參數和荷載識別研究,工程力學,2019,36(4): 221-230
Jia He*, You-Lin Xu, Sheng Zhan, and Qin Huang, Integration of structural control and health monitoring of building structures under unknown ground excitations: Experiental investigation, Journal of Sound and Vibration, 2017, 390: 23-38. (SCI)
Bin Xu, Jia He, Sami F. Masri, Data-based model-free hysteretic restoring force and mass identification for dynamic systems, Computer-Aided Civil and Infrastructure Engineering, 2015, 30(1): 2-18. (SCI)
Bin Xu, Jia He, and Shirley J Dyke, Model free nonlinear restoring force identification for SMA dampers with double Chebyshev polynomials: Approach and Validation, Nonlinear Dynamics, 2015, 82(3): 1507-1522.(SCI)
Bin Xu, Jia He, Substructural parameters and dynamic loading identification with limited observations, Smart Structures and Systems, 2015, 15(1): 169-189.(SCI)
Jia He*, You-Lin Xu, Chao-Dong Zhang, and Xiao-Hua Zhang, Optimum control system for earthquake-excited building structures with minimal number of actuators and sensors, Smart Structures and Systems, 2015, 16(6): 981-1002.(SCI)
Jia He*, Qin Huang, and You-Lin Xu, Synthesis of vibration control and health monitoring of building structures under unknown excitation, Smart Materials and Structures, 2014, 23, 105025, doi:10.1088/0964-1726/23/10/105025.(SCI)
Jia He, Bin Xu, and Sami F. Masri, Restoring force and dynamic loadings identification for a nonlinear chain-like structure with partially unknown excitations, Nonlinear Dynamics, 2012, 69(1-2): 231-245.(SCI)
Bin Xu, Jia He, and Sami F. Masri, Data-based identification of nonlinear restoring force under spatially incomplete excitations with power series polynomial model, Nonlinear Dynamics, 2012, 67(3): 2063-2080.(SCI)
Bin Xu, Jia He, Roger Rovekamp, and Shirley J. Dyke, Structural parameters and dynamic loading identification from incomplete measurements: Approach and Validation, Mechanical Systems and Signal Processing, 2012, 28: 244-257.(SCI)
許斌,賀佳,Roger Rovekamp,部分輸入未知條件下結構參數及激勵識別,土木工程學報,2012, 45(6): 13-22
許斌,賀佳,Sami F. Masri,動力系統非線性行為識別方法與驗證,土木工程學報,2011, 44: 24-30.
許斌,賀佳,Sami F. Masri, 基於實測時間序列的非線性系統恢復力識別,中國工程科學,2011, 13(9): 76-82.
Bin Xu, Jia He, Ren Zhou and Sami F. Masri, Data-based model free hysteresis identification for a nonlinear structure, Engineering Sciences, 2010, 8(2): 12-19.
許斌,辛璐璐,賀佳,基於二重切比雪夫多項式的多自由度系統SMA非線性恢復力識別,振動與衝擊,2014,33(16): 6-13.
許斌,辛璐璐,賀佳,基於切比雪夫多項式模型的多自由度結構非線性恢復力時域識別, 工程力學, 2014,31(11): 99-109.
許斌,龔安蘇,賀佳,Sami F. Masri, 基於神經網路模型的結構參數提取新方法,工程力學,2011,28(4): 35-41.
Bin Xu, Ansu Gong, Jia He and Sami F. Masri, A novel time-domain structural parametric identification methodology based on the equivalency of neural networks and ARMA model, Lecture Notes in Computer Sciences, 2009, 5754: 888–897. (SCI)
會議論文
Jia He, You-Lin Xu, Chao-Dong Zhang, and Xiao-Hua Zhang, Determination of optimal location of actuators and sensors for seismic control of building structures, Engineering Mechanics Institute (EMI) International Conference, ASCE, January 7-9, 2015, Hong Kong, China. (CD-ROM)
Bin Xu and Jia He, Substructural physical parameters and external excitations identification with limited response measurements, Proceedings of the 6th International Conference on Structural Health Monitoring of Intelligent Infrastructure, Hong Kong, China, December 9-11, 2013. Mini-symposium (MS01) (CD-ROM)
Jia He and Bin Xu, Substructural Identification of Nonlinear Restoring Force and Dynamic loadings with Partially Unknown Excitations, Proceedings of the Twelfth International Symposium on Structural Engineering, Science Press, Wuhan, China, November 17-19, 2012, 1: 739-744.
Jia He, Bin Xu, and Xiaozhe Zhang, Substructural parameters and excitation identification for a high-rise frame model structure, Proceedings of the 15th World Conference on Earthquake Engineering, Lisbon, Portugal, Paper No: 3084, September 24-28, 2012.
Jia He and Bin Xu, Iterative least-square estimation for structural nonlinearity and external loadings identification, International Symposium on Innovation & Sustainability of Structures in Civil Engineering, Xiamen, China, October 28-30, 2011, 1: 449-454.
Bin Xu and Jia He, Nonlinear Restoring Force and Dynamic Loading Identification Approaches for Chain-like MDOF Structures by Power Series Polynomial Model, International Symposium on Innovation & Sustainability of Structures in Civil Engineering, Xiamen, China, October 28-30, 2011, 1: 226-237. (Invited paper)
Jia He and Bin Xu, Time-domain Localized Structural Damage Identification with Incomplete Excitation Measurements, Proceeding of the 8th International Workshop on Structural Health Monitoring, Stanford, USA, September 13-15, 2011, 1: 175-182.
Bin Xu, Jia He, and Sami F. Masri, Time-domain Nonlinear Restoring Force Modeling for a MDOF Structure with MR Damper, Proceedings of the 2011 International Conference on Modeling, Simulation & Visualization Methods (MSV'11), Las Vegas Nevada, USA, July 18-21, 2011, 385-390.
Bin Xu and Jia He, An updated structural parameters and dynamic loading identification approach under incomplete excitation measurements, Proceedings of the 3rd Asia-Pacific Young Researchers and Graduates Symposium, Advance in Structural Engineering, Taipei, Taiwan, March 25-26, 2011, 50-57.
Jia He, Bin Xu, and Sami F. Masri, Identification of nonlinear restoring force by using power series polynomial modeling, Proceedings of the 11th International Symposium on Structural Engineering, Guangzhou, China, December 18-20, 2010, 1362-1368.
Bin Xu, Jia He, and Sami F. Masri, Identification of nonlinear system with MR damper under incomplete excitations, Proceedings of Asia Pacific Workshop on Structural Health Monitoring (APWSHM), the University of Tokyo Komaba, Meguro-ku, Tokyo, Japan, November 30 – December 2, 2010. (CD-ROM)
Bin Xu, Jia He, and Sami F. Masri, Nonlinear identification for a frame model with MR dampers under limited excitations, Proceedings of the 2nd Asia-Pacific Young Researchers and Graduates Symposium, Advance in Structural Engineering, Zhejiang, China, March 27-28, 2010, 159-167.
Bin Xu, Jia He, and Sami F. Masri, Time domain data-based model free structural nonlinear performance identification, International Symposium on Innovation and Sustainability of Structures in Civil Engineering, Guangzhou, China, November 28-30, 2009, 59-69. (Invited paper)
Bin Xu, Jia He, Ren Zhou, and Sami F. Masri, Experimental study on a general data-based nonlinear identification approach for a MDOF frame model structure, Proceedings of the 2nd International Symposium on Computational Mechanics (ISCM II) and the 12th International Conference on Enhancement and Promotion of Computational Methods in Engineering and Science (EPMESC XII), AIP Conference Proceedings, November 30 – December 3, 2009, Hong Kong and Macao, 1233: 1070-1075.
Bin Xu, L. Li, Jia He, and S.F. Masri, Identification of SMA dampers nonlinear restoring force of incompletely excited MDOF structures with double polynomial model, 9th International Conference on Structural Dynamics EURODYN 2014, Porto, June 30 - July 2, 2014, 2579-2584.