颜旭众科研成果

个人简介 2021年6月博士毕业于浙江大学建筑工程学院与香港理工大学建筑及房地产学系，双博士学位。2021年7月加入管理学院工程管理系。研究方向：智能建造、计算机视觉、深度学习、卷积神经网络、传感器信号处理、干扰管理、决策优化、人体工效学。研究成果发表在Computer-Aided Civil and Infrastructure Engineering (JCR Q1: 1/137, IF=9.756),Automation in Construction  (JCR Q1: 2/137, IF=8),Advanced Engineering Informatics (JCR Q1: 10/90, IF=5.936),Journal of Computing in Civil Engineering (JCR Q1: 18/137, IF=3.992),Journal of Construction Engineering and Management (JCR Q1: 27/137, IF=4.513) 等刊。 科研成果 SCI一区论文 (* 通讯作者):1. Yan, X.Z., Zhang, H., Wu Y.F., Lin C., Liu S.W. (2023). Construction Instance Segmentation (CIS) Dataset for Deep Learning-Based Computer Vision. Automation in Construction. 156: 105083. (SCI, JCR Q1: 2/137) https://doi.org/10.1016/j.autcon.2023.105083.2. Yan, X.Z., Zhang, H. Zhang, Wenyu (2022). Intelligent Monitoring and Evaluation for the Prefabricated Construction Schedule. Computer-Aided Civil and Infrastructure Engineering, 1-17. (SCI, JCR Q1: 1/137) https://doi.org/10.1111/mice.128383. Yan, X.Z., Zhang, H., Gao, H. (2022). Mutually coupled detection and tracking of trucks for monitoring construction material arrival delays. Automation in Construction, 142: 104491. (SCI, JCR Q1: 2/137) https://doi.org/10.1016/j.autcon.2022.1044914. Yan, X.Z., Zhang, H. (2021). Computer Vision-based Disruption Management for Prefabricated Building Construction Schedule. Journal of Computing in Civil Engineering, 35.6: 04021027. (SCI, JCR Q1: 18/137) https://doi.org/10.1061/(asce)cp.1943-5487.00009905. Yan, X.Z., Zhang, H., & Li, H. (2020). Computer Vision-Based Recognition of 3D Relationship between Construction Entities for Monitoring Struck-By Accidents. Computer-Aided Civil and Infrastructure Engineering, 1-16. (SCI, JCR Q1: 1/137) https://doi.org/10.1111/mice.125366. Jin, R., Zhang, H., Liu, D.H., Yan, X.Z. (2020). IoT-Based Detecting, Locating and Alarming of Unauthorized Intrusion on Construction Sites. Automation in Construction, 118, 103278. (SCI, JCR Q1: 2/137) https://doi.org/10.1016/j.autcon.2020.1032787. Yan, X.Z., Zhang, H., & Li, H. (2019). Estimating Worker-Centric 3D Spatial Crowdedness for Construction Safety Management Using a Single 2D Camera. Journal of Computing in Civil Engineering, 33(5), 04019030. (SCI, JCR Q1: 18/137) https://doi.org/10.1061/(asce)cp.1943-5487.00008448. Zhang, H., Yan, X.Z.*, Li, H., Jin, R., & Fu, H.F. (2019). Real-Time Alarming, Monitoring, and Locating for Non-Hard-Hat Use in Construction. Journal of Construction Engineering and Management, 145(3), 04019006. (SCI, JCR Q1: 27/137) https://doi.org/10.1061/(asce)co.1943-7862.00016299. Yan, X.Z., Li, H., Zhang, H., & Rose, T.M. (2018). Personalized Method for Self-Management of Trunk Postural Ergonomic Hazards in Construction Rebar Ironwork. Advanced Engineering Informatics, 37, 31-41. (SCI, JCR Q1: 10/90) https://doi.org/10.1016/j.aei.2018.04.01310. Zhang, H., Yan, X.Z.*, & Li, H. (2018). Ergonomic Posture Recognition Using 3D View-Invariant Features from Single Ordinary Camera. Automation in Construction, 94, 1-10. (SCI, JCR Q1: 2/137) https://doi.org/10.1016/j.autcon.2018.05.03311. Yan, X.Z., Li, H., Wang, C., Seo, J., Zhang, H., & Wang, H.W. (2017). Development of Ergonomic Posture Recognition Technique Based on 2D Ordinary Camera for Construction Hazard Prevention through View-Invariant Features in 2D Skeleton Motion. Advanced Engineering Informatics, 34, 152-163. (SCI, JCR Q1: 10/90) https://doi.org/10.1016/j.aei.2017.11.00112. Yan, X.Z., Li, H., Li, A.R., & Zhang, H. (2017). Wearable IMU-Based Real-Time Motion Warning System for Construction Workers' Musculoskeletal Disorders Prevention. Automation in Construction, 74, 2-11. (SCI, JCR Q1: 2/137)  https://doi.org/10.1016/j.autcon.2016.11.007博士毕业论文：1. 基于计算机视觉技术的数字化建筑施工进度干扰管理研究 (浙江大学)2. Intelligent Perception and Personalized Assessment of Hazardous Acts of Construction Workers (香港理工大学) 科研项目 1. 2023.01 - 2025.12，主持国自科基金青年项目：装配式建筑项目进度干扰多源视觉智能感知与优化管控研究2. 2022.07 - 2022.12，主持横向课题：工程管理公权力监督研究与应用3. 2020.01 - 2023.12，参与国自科基金面上项目：基于工程项目进度计划的人体工效学风险与防控机理、仿真和评估研究4. 2018.09 - 2019.10，参与浙江省建工集团项目：基于智能安全帽的施工人员危险行为监测与考勤管理系统5. 2016.03 - 2017.06，参与香港建造业议会项目：基于可穿戴传感器的建筑工人腰背损伤保护系统 教学与课程 本科生课：  智能感知与数字建造  工程经济学  建筑施工技术与组织计划  建设法规  研究方法与论文写作研究生课：  Research Ethics and Academic Norms  Project Management 育人成果 2023年浙江省第六届大学生智能建造与管理创新竞赛三等奖、优胜奖2022年浙江工业大学“运河杯”大学生课外学术科技基金立项 内容来自集群智慧云企服 请访问正版网址 www.jiqunzhihui.net