| 期刊论文 2023年 (1) Z Sun, J Santos, E Caetano*, Catarina Miranda Oliveira. Interpreting cumulative displacement in a suspension bridge with a physics-based characterisation of environment and roadway/railway loads. Journal of Civil Structural Health Monitoring. 2023, 13(2-3), 387-397. (2) Z Sun, E Caetano, S Pereira, C Moutinho. Employing histogram of oriented gradient to enhance concrete crack detection performance with classification algorithm and Bayesian optimization. Engineering Failure Analysis. 2023, 150, 107351. (3) Z Sun, M Sun, DM Siringoringo, Y Dong, X Lei. Predicting bridge longitudinal displacement from monitored operational loads with hierarchical CNN for condition assessment. Mechanical Systems and Signal Processing. 2023, 200, 110623. (4) XW Ye, Z Sun*, J Lu. Prediction and early warning of wind-induced girder and tower vibration in cable-stayed bridges with machine learning-based approach. Engineering Structures. 2023, 115261. (5) Z Sun, XW Ye*, and J Lu. Estimating stay cable vibration under typhoon with an explainable ensemble learning model. Structure and Infrastructure Engineering. 2023, 10.1080/15732479.2023.2165121 (6) X Lei, DM. Siringoringo, Y Dong, Z Sun*. Interpretable Machine Learning Methods for Clarification of Load-Displacement Effects on Cable-Stayed Bridge. Measurement. 2023, 113390. (7) X Lei; DM. Siringoringo; Z Sun*; Y Fujino. Displacement Response Estimation of a Cable-Stayed Bridge Subjected to Various Loading Conditions with One-dimensional Residual Convolutional Autoencoder Method. Structural Health Monitoring. 2023, 22(3), 1790-1806. (8) QM Zhong, SZ Chen*, Z Sun*, Lu-Chao Tian. Fully automatic operational modal analysis method based on statistical rule enhanced adaptive clustering method. Engineering Structures. 2023, 274, 115216. (9) Z Sun, D M. Siringoringo, SZ Chen*, J Lu. Cumulative displacement-based detection of damper malfunction in bridges using data-driven isolation forest algorithm. Engineering Failure Analysis. 2023, 143, 106849. (10) DC Feng, WJ Wang, S Mangalathu, Z Sun*. Condition Assessment of Highway Bridges Using Textual Data and Natural Language Processing- (NLP-) Based Machine Learning Models. Structural Control and Health Monitoring. 2023, Article ID 9761154. (11) HB Sun, Z Sun*, YF Yao. Hanger replacement and corrosion assessment in a suspension bridge. Structures. 2023, 58, 105501. 2022年 (1) Z Sun*; J Santos; E Caetano. Vision and Support Vector Machine based train classification using weigh-in-motion data. Journal of Bridge Engineering. 2022, 27(6): 06022001. (2) Z Sun; J Santos; E Caetano*. Data-driven prediction and interpretation of fatigue damage in a road-rail suspension bridge considering multiple loads. Structural Control & Health Monitoring. 2022, 29(9): e2997. (3) Z Sun, XW Ye*. Incorporating site-specific weigh-in-motion data into fatigue life assessment of expansion joints under dynamic vehicle load. Engineering Structures.2022, 255: 113941. (4) Z Sun; DC Feng*; S Mangalathu; WJ Wang; D Su. Effectiveness assessment of TMDs in bridges under strong winds incorporating machine learning techniques. Journal of Performance of Constructed Facilities. 2022, 36(5): 04022036. (5) Y Zhou*; Y Xia*; Z Sun; Y Fujino. Analytical formulation of the temperature-induced deformation of multi-span suspension bridges. Structural Control & Health Monitoring. 2022, 29(6):e2937. (6) YW Li;YL Ding*; HW Zhao;Z Sun. Data-driven structural condition assessment for high-speed railway bridges using multi-band FIR filtering and clustering. Structures, 2022, 41, 1546-1558. (7) K Yang; YL Ding*; HW Zhao; FF Geng; Z Sun. Quasi-static influence line identification and damage identification of equal-span bridges based on measured vehicle-induced deflection. The Baltic Journal of Road and Bridge Engineering. 2022, 17(2), 47–74. 2021年 (1) Z Sun; D M. Siringoringo*; Y Fujino. Load-carrying capacity evaluation of girder bridge using moving vehicle, Engineering Structures. 2021, 229, 111645. (2) SZ Chen, DC Feng*, Z Sun*. Reliability-based vehicle weight limit determination for urban bridge network subjected to stochastic traffic flow considering vehicle-bridge coupling. Engineering Structures. 2021, 247, 113166.
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