夏烨

职称：副教授

学位：博士学位

  • 电子邮箱：
  • 办 公 室 ：桥梁馆715
  • 所在部门：土木工程学院桥梁工程系

      研究方向

      研究领域包括：

      01 区域桥梁群智能监测与安全风险监控

      我国中小跨径桥梁了具有很大的在役保有量，这给区域桥梁群的结构评估带来了困难。针对该问题，建立了河北省内6700余座中小跨径桥梁检测数据库，提出了基于中性轴的桥梁长期性能评估方法，进一步构建了桥梁网级评估与预测理论，为区域桥梁的评估决策提供关键决策依据。提出了基于人工智能的桥梁网级评估和桥梁群退化模型建模方法，系统地建立了区域桥梁群维修管养策略框架。

        


      02 交通视频辅助的网级桥梁荷载监测

      交通荷载是桥梁的主要外部荷载，掌握交通荷载量级与空间分布对于桥梁工程结构全寿命期安全运维有着积极作用。针对中小跨径桥梁的交通荷载识别问题，提出了结合交通视频辅助的桥梁多车荷载识别方法。通过深度学习方法进行车辆位置与行驶轨迹的检测，融合桥梁监测数据实现了桥上交通荷载的实时监测。提出的结合视频监测技术的桥梁荷载识别方法，在复杂交通场景下仍然具有较好的准确性，平均识别误差在5%以内。相关成果已在多座桥梁上进行了验证。


      03 基于视频传感航区桥梁主动防船撞预警技术

      船舶在桥下航行通行时，存在着碰撞桥墩或桥跨结构的危险，对桥梁、船舶的安全性构成威胁。针对该问题，本研究开发了基于视频传感的桥梁主动防船撞监测预警技术体系。使用深度学习方法，对船舶进行检测与预警。形成了航区船舶检测、航迹识别与预测、船撞风险评估和船撞风险主动预警的完整技术体系，提出的方法相比于传统方法快395%以上，且准确度更高。研究成果在松浦大桥、宁波鄞县大桥等多个省市的重要跨航道桥梁上进行了应用。

      研究项目

      1. 国家自然科学基金国际(地区)合作与交流项目(中日)，5231101864，基于监测数据融合和深度学习方法的自适应桥梁长期退化预测，2024/04-2026/12，在研，主持

      2. 科技部高端外国专家引进计划项目，G2023133018L，基于数字孪生的关键基础设施气候危害风险评估与决策，2023/01-2024/12，在研，主持

      3. 国家自然科学基金面上项目，52278313，基于多源残错数据的桥梁网级评估方法，2023/01-2026/12，在研，主持

      4. 上海市科学技术委员会， SQZ202310，上海市期智研究院科技合作项目，项目名称：建筑建构监测大数据深度挖掘与智能评估，2023年8月-2025年7月，在研，课题负责（项目负责人：孙利民)

      5. 国家重点研发计划，2019YFB1600702，港珠澳大桥智能化运维技术集成应用， 2019/12-2022/11，在研，参加（负责人：苏权科）

      6. 桥梁结构健康与安全国家重点实验室开放课题,BHSKL19-10-GF,《城市高架桥梁移动监测关键技术研究》，2019年12月至2022年12月，结题，主持

      7. 上海市科委 “科技创新行动计划”， 19DZ1203004，海洋环境下跨海大桥服役状态长期监测关键技术研究（课题四），2019/10-2022/09，结题，主持

      8.  国家自然科学基金面上项目，51978508，交通视频辅助的桥梁多车荷载高精度识别方法，60.0万，2020/01-2023/12，结题，主持

      9.  国家自然科学基金面上项目，51878482，桥梁结构混合监测，2019/01-2022/12，结题，参加（负责人：孙利民）

      10. 上海市科委 “科技创新行动计划”，18DZ1201203，城市桥梁群智能监测与安全风险监控技术（课题三），2018/07-2021/06，结题，主持

      11. 国家重点研发计划，2017YFC1500605，区域桥梁群大震灾害网级监测及风险评估技术（子课题），2018/01-2021/12，结题，主持

      12. 同济大学“土木工程”高峰学科学科交叉类合作基金，0200121005-044，基于视频影响面原理的网级桥梁交通荷载监测技术，2017/11-2019/06，结题，主持

      13. 上海市科委 “科技创新行动计划”，17DZ1204300，基于时空链网的大型桥梁航行防护技术研究与示范，2017/07-2019/06，结题，参加（负责人：王君杰）

      14. 上海市科委 “科技创新行动计划”， 17DZ1204100，城市大型交通基础设施安全监测、预警及处置技术与装备，2017/07-2019/06，结题，参加（负责人：曹亚东，孙利民）

      15.  国家自然科学基金青年项目，51508405，极端荷载作用下桥梁塑性损伤性能识别方法研究，2016/01-2018/12，结题，主持

      16. 上海市自然科学基金项目，14ZR1443200，非线性桥梁结构的在线损伤评估关键技术，2014/07-2017/06，已结题，主持

      出版论著

      *编著 Ye Xia, Cheng Fang, Yiyi Chen, Limin Sun. Structures and Infrastructures in East Asia-Pacific Region: from Theory to Practice. China Communications Press. ISBN 978-7-114-15296-2, 2019.07.

      *编著 Ye Xia. System identification and damage detection of nonlinear structures. LAP LAMBERT Academic Publishing. ISBN-10: 3848493020, 2012.

      1. Jinguo Li, Ye Xia*, Shasha Chen. Shennong Lake Bridge: A Parameterized-Designed Single Tower Cable-Stayed Bridge. Structural Engineering International , Published online: 14 Aug 2024. https://doi.org/10.1080/10168664.2024.2344633

      2. Yexiang Yan, Ye Xia, Limin Sun. Hierarchical and mixed uncertainty quantification for simulation-based structural seismic. Engineering Structures, 316: 118579, 2024. DOI10.1016/j.engstruct.2024.118579

      3. Fidel Lozano, S. Emadi, S. Komarizadehasl, J. González-Arteaga, Ye Xia*. Enhancing performance evaluation of low-cost inclinometers for the long-term monitoring of buildings. Journal of Building Engineering, 2024, 87. DOI:10.1016/j.jobe.2024.109148

      4. Fengzong Gong, Ye Xia*, Fidel Lozano, Bin Yu. Experimental analysis of structural nonlinear damping ratio induced by bolt joint friction. Engineering Structures, 314: 117147, 2024. DOI10.1016/j.engstruct.2024.118220

      5. Zhiqiang Shang, Fengzong Gong, Zhufeng Shao, Jose Matos, Gongfeng Xin, Ye Xia. Stiffness-Based Evaluation of Hinge Joints in Prefabricated Assembled Multi-Girder Bridges under Operational Conditions. Sensors, 24(13), 2024. DOI10.3390/s24134255

      6. Guang Qu, Ye Xia*, Limin Sun, Gongfeng Xin. Behavior Expectation-Based Anomaly Detection in Bridge Deflection Using AOA-BiLSTM-TPA: Considering Temperature and Traffic-Induced Temporal Patterns. Structural Control & Health Monitoring, Volume 2024: 2337057, 2024. DOI10.1155/2024/2337057

      7.  Seyedmilad Komarizadehasl, Ye Xia*; Mahyad Komary, Fidel Lozano. Eigenfrequency analysis of bridges using a smartphone and a novel low-cost accelerometer prototype. Frontiers of Structural and Civil Engineering. 18(2): 202-215, 2024.

      8.  樊伟，钟正午，王君杰，夏烨，吴昊，吴青霖，刘斌．桥梁船撞研究进展综述：事故，分析与防护. 中国公路学报. 2024, 37(5): 38-66. https://doi.org/10.19721/j.cnki.1001-7372.2024.05.002

      9.  Kaiwen Zhang, Fidel Lozano-Galant, Ye Xia*, Jose Matos. Intensity prediction model based on machine learning for regional earthquake early warning. IEEE Sensors Journal, 24(7): 10491-10503, 2024. doi: 10.1109/JSEN.2024.3354857.

      10. Fidel Lozano, Seyyedbehrad Emadi, Seyedmilad Komarizadehasl, Jesús González Arteaga, Ye Xia*. Enhancing the Accuracy of Low-Cost Inclinometers with Artificial Intelligence. Buildings 2024, 14, 519. https://doi.org/10.3390/buildings14020519

      11. Xudong Jian, Ye Xia*, Eleni Chatzi, Zhilu Lai*. Bridge influence surface identification using a deep multilayer perceptron and computer vision techniques. Structural Health Monitoring. 23(3): 1606-1626. 2024. DOI: 10.1177/14759217231190543

      12. Gongfeng Xin, Fidel Lozano Galant, Wenwu Zhang, Ye Xia*, Guoquan Zhang*. A Practical Data Extraction, Cleaning, and Integration Method for Structural Condition Assessment of Highway Bridges. Infrastructures, 8(12):183, 2023. DOI10.3390/infrastructures8120183

      13. Woqin Luo, Ye Xia*, Tiantao He*. Video-Based Identification and Prediction Techniques for Stable Vessel Trajectories in Bridge Areas. Sensors, 2024, 24: 372. https://doi.org/10.3390/s24020372

      14. Fengzong Gong, Xiaoming Lei, Ye Xia*.Real-time damage identification of hinge joints in multi-girder bridges using recursive least squares solution of the characteristic equation. Engineering Structures, 300: 117147, 2024. DOI10.1016/j.engstruct.2023.117147

      15. Zhi Sun, Limin Sun, Ye Xia. Multi-harmonic forced vibration and resonance of simple beams to moving vehicles. Frontiers of Structural and Civil Engineering, 2023, 17(7): 981–993. DOI.org/10.1007/s11709-023-0979-5

      16. 夏烨, 龚丰宗, 尚志强, 孙利民. 基于监测数据衰减响应模式提取的斜拉桥阻尼比特性分析. 中国公路学报, 2023, 36(7): 90-101.

      17. 尚志强，夏烨，孙利民，辛公锋. Z24 桥阻尼比长期变化影响因素及影响规律. 振动与冲击，2023，42(14):287-295.

      18. Baorui Dai, Ye Xia, Qi Li. An extreme value prediction method based on clustering algorithm. Reliability Engineering and System Safety. 222:108442, 2022. DOI10.1016/j.ress.2022.108442

      19. 杨纪鹏,钱骥,夏烨,闫业祥,孙利民等.基于时程响应分析的区域梁式桥震后状态快速评估. 土木工程学报:1-12[2023-02-23].https://doi.org/10.15951/j.tmgcxb.22070760

      20. 马海英，赖明辉，夏烨*，石雪飞. 非对称边界下空心板承载力试验与仿真研究. 土木工程学报, 2022 55(5): 67-72.

      21. Shiyang Zhang, Changzheng Feng, Yaoyao Fan, Ye Xia*. Jingang Cultural Center: Complex-Shaped Fair-Faced Concrete Structure. Structural Engineering International. Nov. 2022. DOI10.1080/10168664.2022.2051782

      22. Xiaoming Lei, Ye Xia*, Ao Wang, Xudong Jian, Huaqiang Zhong, Limin Sun. Mutual information based anomaly detection of monitoring data with attention mechanism and residual learning. Mechanical Systems and Signal Processing, 182: 109607, 2023. DOI 10.1016/j.ymssp.2022.109607 ESI高被引

      23. Xudong Jian, Ye Xia, Limin Sun*. Indirect identification of bridge frequencies using a four-wheel vehicle: Theory and three-dimensional simulation. Mechanical Systems and Signal Processing, 177: 109155, 2022. DOI10.1016/j.ymssp.2022.109155

      24. Lanxin Luo, Ye Xia, Ao Wang, Xiaoming Lei, Xudong Jian, Limin Sun. Finite element model updating method for continuous girder bridges using monitoring responses and traffic videos. Structural Control & Health Monitoring, 29(11): 3062, 2022. DOI10.1002/stc.3062

      25. Xudong Jian, Ye Xia*, Shouwang Sun, Limin Sun. Integrating bridge influence surface and computer vision for bridge weigh-in-motion in complicated traffic scenarios. Structural Control & Health Monitoring, 29(11):e3066, 2022. https://doi.org/10.1002/stc.3066

      26. Xiaoming Lei, Ye Xia*, You Dong, Limin Sun. Multi-level time-variant vulnerability assessment of deteriorating bridge networks with structural condition records. Engineering Structures, 266: 114581, 2022.

      27. Zhiqiang Shang, Ye Xia, Lin Chen, Limin Sun. Damping ratio identification using attenuation responses extracted by time series semantic segmentation. Mechanical Systems and Signal Processing, 180: 09287, 2022.

      28. Xiaoming Lei, Ye Xia*, Seyedmilad Komarizadehasl, Limin Sun. Condition level deteriorations modeling of RC beam bridges with U-Net convolutional neural networks. Structures, 42: 333-342, 2022. DOI10.1016/j.istruc.2022.06.013

      29. Xudong Jian, Zhilu Lai, Ye Xia*, Limin Sun. A robust bridge weigh-in-motion algorithm based on regularized total least squares with axle constraints. Structural Control & Health Monitoring, 29(10):e3104, 2022. https://doi.org/10.1002/stc.3014

      30.  Xiaoming Lei, Ye Xia*, Lu Deng, Limin Sun. A deep reinforcement learning framework for life-cycle maintenance planning of regional deteriorating bridges using inspection data. Structural and Multidisciplinary Optimization, 65 (5): 149, 2022. DOI:10.1007/s00158-022-03210-3

      31. Jipeng Yang, Ye Xia*, Xiaoming Lei, Limin Sun. Hysteretic parameters identification of RC frame structure with Takeda model based on modified CKF method. Bulletin of Earthquake Engineering, 2022, 20 (9): 4673-4696.

      32. Yexiang Yan, Ye Xia, Jipeng Yang, Limin Sun. Optimal selection of scalar and vector-valued seismic intensity measures based on Gaussian Process Regression. Soil Dynamics and Earthquake Engineering. 152: 106961, 2022. DOI10.1016/j.soildyn.2021.106961

      33. Ye Xia, Xiaoming Lei*, Peng Wang, Limin Sun. Artificial Intelligence Based Structural Assessment for Regional Short- and Medium-Span Concrete Beam Bridges with Inspection Information. Remote Sensing. 2021, 13, 3687. https://doi.org/10.3390/rs13183687

      34. 杨纪鹏，夏烨*，闫业祥，孙利民. 改进的强追踪平方根无迹卡尔曼滤波时变结构参数识别[J]. 振动与冲击, 2021, 40(23): 74-82.
        杨纪鹏, 夏烨*, 孙利民. 基于Sigma点全局迭代参数卡尔曼滤波的折线型本构模型参数识别[J]. 工程力学. doi: 10.6052/j.issn.1000-4750.2021.04.0242

      35. 杨纪鹏，夏烨*，孙利民. 基于变换空间法的结构参数识别及地震输入反演. 华南理工大学学报(自然科学版), 2021, 49(8): 85-94. doi: 10.12141/j.issn.1000-565X.200573

      36. 夏烨，简旭东，邓露，孙利民*. 交通视频辅助的桥梁动态称重方法研究. 中国公路学报, 34(12): 1-12, 2021.

      37. Ye Xia, Xiaoming Lei, Peng Wang, Limin Sun. A data-driven approach for regional bridge condition assessment using inspection reports. Structural Control & Health Monitoring, 2022, e2915. DOI10.1002/stc.2915

      38. Haiying Ma, Minghui Lai, Ye Xia*. Experimental and analytical study on prestressed concrete hollow slabs with asymmetric boundary conditions. Structural Engineering and Mechanics. Vol. 81, No. 1 (2022) 59-68.

      39. Fengzong Gong, Fei Han, Yingjie Wang, Ye Xia*. Bridge Damping Extraction Method from Vehicle-Bridge Interaction System Using Double-Beam Model. Applied Science, 2021, 11, 10304. https://doi.org/10.3390/app112110304

      40. Fengyuan Wu, Chenglin Feng, Ye Xia*. Wufengshan Yangtze River Bridge: A Thousand-Meter Scale Suspension Bridge in China. Structural Engineering International, 32(2): 247-251, 2022. DOI: 10.1080/10168664.2021.1975347

      41. Xudong Jian, Huaqiang Zhong, Ye Xia*, Limin Sun. Faulty data detection and classification for bridge structural health monitoring via statistical and deep-learning approach. Structural Control & Health Monitoring, 28(11): e2824, 2021. DOI: 10.1002/stc.2824.

      42. Jingwu Wu, Ye Xia*, Pingkuan Sun, Deen Yu, Limin Sun. Puqian Bridge: A Long-Span Cable-Stayed Bridge in a Meizoseismal Area. Structural Engineering International. 2023, 33 (1): 64-67. DOI: 10.1080/10168664.2021.1975348

      43. Jipeng Yang, Ye Xia*, Yexiang Yan, Limin Sun. Modified strong tracking system identification method based on square root center difference Kalman filter for civil structures. International Journal of Structural Stability and Dynamics. 21(11), 2150148, 2021. Doi:10.1142/S0219455421501480

      44. Ao Wang; Zongkai Zhang; Xiaoming Lei*; Ye Xia*; Limin Sun. All-weather thermal simulation methods for concrete maglev bridge based on structural and meteorological monitoring data. Sensors, 21(17), 5789, 2021. https://doi.org/10.3390/s21175789

      45. Xiaoming Lei, Limin Sun, Ye Xia*. Lost data reconstruction for structural health monitoring using deep convolutional generative adversarial networks. Structural Health Monitoring. 20(4):2069-2087, 2021. doi:10.1177/1475921720959226

      46. Xiaoming Lei, Limin Sun, Ye Xia*. Seismic fragility assessment and maintenance management on regional bridges using Bayesian multi-parameter estimation. Bulletin of Earthquake Engineering. 19(15): 6693-6717. 2021. https://doi.org/10.1007/s10518-021-01072-6

      47. 夏烨，雷晓鸣，王鹏，孙利民. 针对网级评估的区域桥梁退化建模与演绎应用. 中南大学学报(自然科学版), 2021, 52(3): 828−838.

      48. Shunichi Nakamura, Ye Xia. IABSE Online Conference 2020: Facing the New Age!-How Do Structural Engineers Tackle the COVID-19 Era?. Structural Engineering International. 30(4): 596-599, 2020. DOI: 10.1080/10168664.2020.1823728

      49. 夏烨;雷晓鸣;王鹏;刘国明;孙利民. 针对网级评估的区域桥梁信息集成与数据挖掘. 哈尔滨工业大学学报，53(3): 66-74, 2021.
        Ye Xia, Xiaoming Lei, Peng Wang, Guoming Liu, Limin Sun. Regional bridge information integration and data mining for network-level assessment. Journal of Harbin Institute of Technology. 53(3): 66-74, 2021.

      50. 夏烨,简旭东,孙利民,沈斌.大跨桥梁主塔施工阶段塔吊风致振动与安全性研究.中外公路, 40(5)，pp:93-99, 2020.

      51. Zhiqiang Shang, Limin Sun, Ye Xia*, Wei Zhang. Vibration-based damage detection for bridges by deep convolutional denoising autoencoder. Structural Health Monitoring. 20(4): 1880-1903, 2021. DOI: 10.1177/1475921720942836

      52. Xudong Jian, Ye Xia*, Limin Sun*. An indirect method for bridge mode shapes identification based on wavelet analysis. Structural Control & Health Monitoring, 27(12):e2630, 2020. Online. DOI: 10.1002/stc.2630

      53. Ye Xia, Xiaoming Lei, Peng Wang, Guoming Liu, Limin Sun. Long-term performance monitoring and assessment of concrete beam bridges using neutral axis indicator. Structural Control & Health Monitoring, 27(12): e2637, 2020. DOI: 10.1002/stc.2637

      54. Danhui Dan, Bin Xu, Ye Xia*, Xingfei Yan, Pengfei Jia. Intelligent parameter identification for bridge cables based on characteristic frequency equation of transverse dynamic stiffness. Journal of Low Frequency Noise, Vibration and Active Control. 39(3):678-689. 2020. DOI: 10.1177/1461348418814617

      55. Xiaoming Lei, Limin Sun, Ye Xia*, Tiantao He*. Vibration-based seismic damage states evaluation for regional concrete beam bridges using random forest method. Sustainability, 12(12), 5106, 2020. https://doi.org/10.3390/su12125106

      56. Jiayue Fu, Cairong Zhao, Ye Xia, Wenbin Liu. Vehicle and wheel detection: a novel SSD-based approach and associated large-scale benchmark dataset. Multimedia Tools and Applications. 79(17-18):12615–12634, 2020. https://doi.org/10.1007/s11042-019-08523-y

      57. 夏烨，王鹏，孙利民. 基于中性轴指标的混凝土梁桥长期性能监测与评估. 同济大学学报（自然科学版），48(5): 653-663, 2020.
        Ye Xia, Peng Wang,         Limin Sun. Long-term monitoring and performance assessment for concrete beam bridge based on neutral axis index. Journal of Tongji University. Natural Science. 48(5): 653-663, 2020. (EI, in Chinese)

      58.  Limin Sun; Zhiqiang Shang; Ye Xia; Sutanu Bhowmick; Satish Nagarajaiah. Review of Bridge Structural Health Monitoring Aided by Big Data and Artificial Intelligence: From Condition Assessment to Damage Detection. ASCE Journal of Structural Engineering, 146(5): 04020073, 2020.

      59. 夏烨，陈李沐，王君杰，孙利民.基于SSD的桥梁主动防船撞目标检测方法与应用.湖南大学学报：自然科学版,2020, 47(3):97~105 

      Era?. Structural Engineering International. 30(4): 596-599, 2020. DOI: 10.1080/10168664.2020.1823728

      24.     夏烨;雷晓鸣;王鹏;刘国明;孙利民. 针对网级评估的区域桥梁信息集成与数据挖掘. 哈尔滨工业大学学报，53(3): 66-74, 2021.
      Ye Xia, Xiaoming Lei, Peng Wang, Guoming Liu, Limin Sun. Regional bridge information integration and data mining for network-level assessment. Journal of Harbin Institute of Technology. 53(3): 66-74, 2021.


      授权专利

      1.   标距可调式应变传感器固定装置。发明专利，发明人：夏烨，杨纪鹏，雷晓鸣，马海英，孙利民，发明权人：同济大学，授权公告日：2024年8月16日。

      2.   自锁定内倾式应变传感器快速安装装置。发明专利，发明人：夏烨，雷晓鸣，孙利民，淡丹辉，程纬，发明权人：同济大学，授权公告日：2024年5月3日。

      3.   双连杆式传感器固定机构以及桥梁监测装置。发明专利(+实用新型)，发明人：夏烨，雷晓鸣，孙利民，发明权人：同济大学，授权公告日：2024年8月16日。

      4.   基于多标签分类的桥梁加速度监测数据异常识别方法及系统。发明专利，发明人：尚志强，夏烨，辛公锋，孙利民，等；发明权人：山东高速集团有限公司创新研究院，同济大学；授权公告日：2023年6月27日。

      5.   中小跨径桥梁群结构性能预测装置与系统。发明专利，发明人：夏烨，孙利民，淡丹辉，发明权人：同济大学，授权公告日：2023年6月27日。

      6.   一种船舶及水上漂浮物轨迹追踪系统。发明专利，发明人：马海英，陈李沐，辛子亨，王君杰，夏烨，发明权人：同济大学，授权公告日：2023年2月28日。

      7.   一种梁式桥安全监测与评估装置。发明专利，发明人：夏烨，淡丹辉，孙利民，发明权人：同济大学，授权公告日：2022年12月27日。

      8.   一种基于多源冗余信息的桥梁活载优化识别算法。发明专利，发明人：夏烨，简旭东，陈李沐，孙利民，发明权人：同济大学，授权公告日：2022年4月8日。

      9.   中小型航道桥梁监控装置。发明专利，发明人：马海英，邵珠峰，夏烨，王君杰，孙利民，发明权人：同济大学，授权公告日：2021年3月26日。

      10.  一种基于视频的通航桥区水域流量流速监测系统及方法。发明专利，发明人：夏烨，邵珠峰，陈李沐，代朝猛，孙利民，发明权人：同济大学，授权公告日：2022年2月22日。


      其他成果

      1. 桥梁检测数据智能融合软件V1.0。王鹏，夏烨。软件著作权，登记号：2018SR659814。中华人民共和国国家知识产权局,2018年8月17日。

      2. 基于视频传感的桥梁航行防护监测预警平台V1.0。陈李沐，夏烨。软件著作权，登记号：2018SR748677。中华人民共和国国家知识产权局,2018年9月14日。

      3. 结构健康监测大数据分布式实时处理软件V1.0。夏烨，孙利民。软件著作权，登记号：2018SR897366。中华人民共和国国家知识产权局，2018年11月09日。

      4. 网级桥梁结构性能退化智能分析软件V1.0。王鹏，夏烨。软件著作权，登记号：2018SR907034。中华人民共和国国家知识产权局，2018年11月13日。

      5. 网级桥梁结构安全监测评估平台V1.0。夏烨，王鹏，孙利民。软件著作权，登记号：2018SR897375。中华人民共和国国家知识产权局，2018年11月09日。

      6. 大跨桥梁结构塔吊抗风安全性评估软件V1.0。夏烨，简旭东，郑德乾。软件著作权，登记号：2018SR906598。中华人民共和国国家知识产权局，2018年11月13日。

      7. 近断层跨断层桥梁长期累积位移交叉分析软件。著作权人：同济大学。马海英，赖明辉，杨纪鹏，夏烨。软件著作权，登记号：2020SR0742955。中华人民共和国国家知识产权局，2020年07月08日。

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