徐鑫,毕业于美国普渡大学(Purdue University),获得土木工程(建设管理方向)博士学位, 东南大学硕士,重庆大学学士。2021年10月加入yabo888vip网页版登录,从事工程管理相关教学与研究工作。研究方向主要包括土木工程基础设施集成管理、智能建造与运维,工程项目知识挖掘、语义建模与推理等。
徐鑫,毕业于美国普渡大学(Purdue University),获得土木工程(建设管理方向)博士学位, 东南大学硕士,重庆大学学士。2021年10月加入yabo888vip网页版登录,从事工程管理相关教学与研究工作。研究方向主要包括土木工程基础设施集成管理、智能建造与运维,工程项目知识挖掘、语义建模与推理等。
工程大数据挖掘与分析、城市生命线工程(道路、桥梁、地下管线、电网)智能建造与运维
语义网技术(如本体,知识图谱等)和人工智能技术(如机器学习,深度学习,自然语言处理等)在土木工程基础设施集成管理中的应用研究
工程项目管理,智能建造导论,数据库,BIM, Computer Application in Construction Management
期刊论文:
[19]. Li, F., Xu, X.*, Zhou, J., Chen, J., and Zhou, S. (2024). Automatic Generation of Inspection Knowledge for Highway Construction via the integration of Computer Vision and Ontology Reasoning. Engineering, Construction and Architectural Management, SCI/SSCI (Accepted on 2024/10/06, 通讯作者)
[18]. Gao, X., Li, Y., Wang, R., Ding, X., Wang, X., and Xu, X.* (2024). Ontology-guided Generation of Mechanized Construction Plan for Power Grid Construction Project. Buildings, SCI(JCR Q2) (Accepted on 2024/10/04, 通讯作者,国网资助科研项目成果)
[17]. Guo, Z., Xu, X., Gao, J., Jin, C., and Li, H. (2024). An Innovative Management Model for Water Pollution using Water Credit Mechanism from the Perspective of Interest Coordination. Environment, Development and Sustainability, SCI(JCR Q2) (Accepted on 2024/09/27, 第一作者为指导研究生)
[16]. Guo, Z., Xu, X.*, Gao, X., Xu, Y., Liu, J., Zhang, M. and Li, F. (2024). Enhanced Risk-Based Quality Control for Hydraulic Engineering Construction Projects Considering the Risk Influencing Mechanism. Journal of Construction Engineering and Management, ASCE, SCI(JCR Q1) (Accepted on 2024/08/28, 通讯作者,第一作者为指导研究生)
[15]. 郭政宇, 徐鑫*, 金辰昊, 刘俊, 高小慧, 张茅, 李芳欣. (2024) 基于知识图谱的中国生态环境治理薄弱环节识别及对策研究[J]. 环境科学研究. (CSCD,通讯作者,第一作者为指导研究生)
[14]. Chen, K.*, Reichard, G., Xu, X., and Akanmu, A. (2023).GIS-based Information System for Automated Building Façade Assessment based on Unmanned Aerial Vehicles and Artificial Intelligence. Journal of Architectural Engineering
[13]. Yang, Y., Ng, S.T.*, Li, N.*, Xu, X., Xu, P., and Xu, F.J. (2023). Adapting HLA-based co-simulation for interdependent infrastructure resilience management. Automation in Construction, SCI(JCR Q1) DOI: 10.1016/j.autcon.2023.104860
[12]. Jeon, J., Zhang, Y., Yang, L., Xu, X., Cai, H.*, and Tran, D. (2023). Risk Breakdown Matrix for Risk-Based Inspection of Transportation Infrastructure Projects. Journal of Construction Engineering and Management, ASCE, SCI(JCR Q1) DOI: 0.1061/JCEMD4.COENG-12783
[11]. Xu, X. and Cai, H.* (2021). “Ontology and Rule-Based Natural Language Processing Approach for Interpreting Textual Regulations on Underground Utility Infrastructure.” Advanced Engineering Informatics, SCI(JCR Q1) doi.org/10.1016/j.aei.2021.101288
[10]. Xu, X. and Cai, H.* (2021). “Towards an Ontology for Utility Infrastructure: Coupling the Semantics of CityGML Utility Network ADE and Domain Glossaries.” Journal of Computing in Civil Engineering, SCI(JCR Q1) doi.org/10.1061/(ASCE)CP.1943-5487.0000977
[9]. Xu, X., Jeon, J., Zhang, Y., Yang, L., and Cai, H.* (2021). Automatic Generation of Customized Checklists for Digital Construction Inspection. Transportation Research Record, SCI(JCR Q4) doi.org/10.1177/0361198121995825
[8]. Xu, X., Chen, K., and Cai, H.* (2020). “Automating Utility Permitting within Highway Right-of-way via a Generic UML/OCL Model and Natural Language Processing.” Journal of Construction Engineering and Management, ASCE, SCI(JCR Q1) doi.org/10.1061/(ASCE)CO.1943-7862.0001936
[7]. Xu, X. and Cai, H.* (2020). “Semantic Approach to Compliance Checking of Underground Utilities.” Automation in Construction, SCI(JCR Q1) doi.org/10.1016/j.autcon.2019.103006
[6]. Xu, X., Yuan, C., Zhang, Y., Cai, H.*, Abraham, D. M., and Bowman, M. D. (2019). Ontology-Based Knowledge Management System for Digital Highway Construction Inspection. Transportation Research Record, SCI(JCR Q4) doi.org/10.1177/0361198118823499 [美国交通研究大会杰出论文奖] – 新闻报道:https://engineering.purdue.edu/JTRP/Highlights/ce-research-team-wins-kb-woods-award-for-jtrp-project
[5]. Jeon, J., Xu, X., Zhang, Y., Yang, L., and Cai, H.* (2021). Extraction of Construction Quality Requirements from Textual Specifications via Natural Language Processing. Transportation Research Record, SCI(JCR Q4) doi.org/10.1177/03611981211001385
[4]. Chen, K.*, Reichard, G., Xu, X., and Akanmu, A. (2021). Automated Crack Segmentation in Close-Range Building Façade Inspection Images Using Deep Learning Techniques,Journal of Building Engineering, SCI(JCR Q1) doi.org/10.1016/j.jobe.2021.102913
[3]. Yang, Y., Dao, J., Zhou, S., Xu, J.F., Xu, X., Zhou, Z., and Ng, S.T.* (2021). “BIM-GIS-DCEs Enabled Vulnerability Assessment of Interdependent Infrastructures – A Case of Stormwater Drainage-Building-Road Transport Nexus in Urban Flooding.” Automation in Construction, SCI(JCR Q1) doi.org/10.1016/j.autcon.2021.103626
[2]. Chen, K.*, Reichard, G., Akanmu, A., and Xu, X. (2021). “Geo-registering UAV-Captured Close-range Images to GIS-based Spatial Model for Building Façade Inspections.” Automation in Construction, SCI(JCR Q1) doi.org/10.1016/j.autcon.2020.103503
[1]. Yuan, C., Park, J., Xu, X., Cai, H.*, Abraham, D. M., and Bowman, M. D. (2018). Risk-Based Prioritization of Construction Inspection. Transportation Research Record, SCI(JCR Q4) doi.org/10.1177/0361198118782025
会议论文:
[7]. Xu, X. and Cai, H. (2020). Classifying semantic relationships between utility-specific terminologies via LSTM networks along shortest dependency paths. ASCE Construction Research Congress, March 2020, Tempe, Arizona, USA doi.org/10.1061/9780784482865.040
[6]. Xu, X., Chen, K., and Cai, H. (2019). Modeling 3D spatial constraints to support utility compliance checking. ASCE International Conference on Computing in Civil Engineering 2019, June 2019, Atlanta, Georgia, USA doi.org/10.1061/9780784482421.056 [美国土木工程师国际计算大会最佳会议论文第三名] – 新闻报道: https://engineering.purdue.edu/CE/AboutUs/News/ Construction_Features/hubo-cai-xin-xu-receive-3rd-place-for-paper-at-asce-conference-on-computing-in-civil-engineering
[5]. Xu, X. and Cai, H. (2018). Semantic frame-based information extraction from utility regulatory documents to support compliance checking. In Proceedings of the 35th CIB W78 2018 Conference: IT in Design, Construction, and Management, October 2018, Chicago, Illinois, USA doi.org/10.1007/978-3-030-00220-6_27
[4]. Xu, X., Cai, H., and Chen, K. (2018). An ontology approach to utility knowledge representation. Construction Research Congress, March 2018, New Orleans, Louisiana, USA doi.org/10.1061/9780784481295.032
[3]. Chen, K., Reichard, G., and Xu, X. (2020). GIS-based modeling of multi-sourced image data collected for building facade inspection. ASCE Construction Research Congress, March 2020, Tempe, Arizona, USA doi.org/ 10.1061/9780784482865.092
[2]. Jeon, J., Cai, H., Yu D., and Xu, X. (2020). Identification of safety hazards using wearable EEG. ASCE Construction Research Congress, March 2020, Tempe, Arizona, USA doi.org/10.1061/9780784482872.021
[1]. Chen, K., Reichard, G., and Xu, X. (2019). Opportunities for Applying Camera-Equipped Drones towards Performance Inspections of Building Facades. ASCE International Conference on Computing in Civil Engineering 2019, June 2019, Atlanta, Georgia, USA doi.org/10.1061/9780784482445.015
1、国家级:2025/01~2027/12,国家自然科学基金青年项目,城市地下管线建设规划多尺度智能决策研究:融合知识引导、数据集成和规则推理,在研,主持
2、企业课题:2024/05~至今,国家电网,架空输电线路机械化施工工艺设计与费用研究,在研,主持
3、企业课题:2023/12~2025/12,张家港市长防处,面向建管协同的泵站工程数字化交付关键技术应用研究,在研,参与
4、国家级:2023/01~2026/12,国家自然科学基金面上项目,基于XR技术的“绿色+健康”建筑利益相关者参与式评价机制与提升策略研究,在研,参与
5、企业课题:2023/04~2026/03,中建二局,岳阳市中心城区污水系统综合治理PPP项目(二期)-多尺度复杂系统视角下流域生态环境治理项目群,在研,子课题负责人。
6、美国南卡罗莱州交通部项目:2020/01~2021/08,Risk-based Construction Inspection Program for Highway Infrastructure Projects (SCDOT-4400022446), 参与,技术负责人
7、美国印第安纳州交通部项目:2019/07~2020/07, Automating the Generation of Construction Inspection Checklists (SPR-4422), 参与,技术负责人
8、美国国家自然科学基金项目:2016/08~2019/08,Mapping the Underworld of Buried Utilities – A Hybrid Sensing Approach (CMMI-1462638), 参与
9、美国印第安纳州交通部项目:2016/08~2019/01,Risk-based Specification for Construction (SPR-4101), 参与,技术负责人
[1] 2023年“智水杯”水工程BIM应用大赛银奖,中国水利水电勘测设计协会,2023
[2] 第二十八届建设管理与房地产发展国际学术研讨会优秀会议论文奖, 中华建设管理研究会,2023
[3] 2023年江苏省工程管理类专业优秀毕业设计(论文)二等奖(指导教师),江苏省土木建筑学会,2023
[4] 江苏省大学生工程管理创新、创业与实践竞赛设计类一等奖(指导教师),江苏省土木建筑学会,2022
[5] 江苏省双创博士, 江苏省教育厅,2022
[6] 美国国家公路与运输协会2020年度全美16个高价值研究项目奖, 美国国家公路与运输协会, 2020
[7] 美国交通研究大会年度杰出论文奖, 美国交通研究大会, 2020
[8] 美国土木工程师协会土木工程国际计算大会最佳会议论文奖, 美国土木工程师协会土木工程国际计算大会, 2019
[9] 美国交通研究大会最佳学术海报奖, 美国交通研究大会, 2018